Prof. Dr. Thomas Kneib

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  • 2023 | Preprint
    ​ ​Rappl, Anja, Thomas Kneib, Stefan Lang, and Elisabeth Bergherr​. ""Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data"​." ​Preprint, submitted ​​2023. ​http://arxiv.org/abs/2302.07020v1. 
    ​Details 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Martins, Rui, Bruno d. Sousa, Thomas Kneib, Maike Hohberg, Nadja Klein, Elisa Duarte, and Vítor Rodrigues. "Is age at menopause decreasing? – The consequences of not completing the generational cohort​." ​BMC Medical Research Methodology ​22, no. 1 (2022): ​187​. ​https://doi.org/10.1186/s12874-022-01658-x.
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Wiemann, Paul F.V., Nadja Klein, and Thomas Kneib. "Correcting for sample selection bias in Bayesian distributional regression models​." ​Computational Statistics & Data Analysis ​168 (2022): ​S0167947321002164​. ​https://doi.org/10.1016/j.csda.2021.107382.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Seufert, Jacqueline D., Andre Python, Christoph Weisser, Elías Cisneros, Krisztina Kis-Katos, and Thomas Kneib. "Mapping ex ante risks of COVID‐19 in Indonesia using a Bayesian geostatistical model on airport network data​." ​Journal of the Royal Statistical Society: Series A (Statistics in Society) (2022): ​rssa.12866​. ​https://doi.org/10.1111/rssa.12866.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Marmolejo-Ramos, Fernando, Carlos Barrera-Causil, Shenbing Kuang, Zeinab Fazlali, Detlef Wegener, Thomas Kneib, Fernanda De Bastiani, and Guillermo Martinez-Flórez. "Generalised exponential-Gaussian distribution: a method for neural reaction time analysis​." ​Cognitive Neurodynamics (2022): . ​https://doi.org/10.1007/s11571-022-09813-2.
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Marques, Isa, Thomas Kneib, and Nadja Klein. "Mitigating spatial confounding by explicitly correlating Gaussian random fields​." ​Environmetrics ​33, no. 5 (2022): . ​https://doi.org/10.1002/env.2727.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Weisser, Christoph, Christoph Gerloff, Anton Thielmann, Andre Python, Arik Reuter, Thomas Kneib, and Benjamin Säfken. "Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data​." ​Computational Statistics (2022): . ​https://doi.org/10.1007/s00180-022-01246-z.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Marques, Isa, Thomas Kneib, and Nadja Klein. "A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processes​." ​Statistics and Computing ​32, no. 5 (2022): . ​https://doi.org/10.1007/s11222-022-10136-9.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Carlan, Manuel, and Thomas Kneib. "Bayesian discrete conditional transformation models​." ​Statistical Modelling (2022): ​1471082X2211141​. ​https://doi.org/10.1177/1471082X221114177.
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Marmolejo‐Ramos, Fernando, Mauricio Tejo, Marek Brabec, Jakub Kuzilek, Srecko Joksimovic, Vitomir Kovanovic, Jorge González et al. "Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics​." ​Wiley Interdisciplinary Reviews. Data Mining and Knowledge Discovery (2022): . ​https://doi.org/10.1002/widm.1479.
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Melis, Guadalupe Gómez, and Thomas Kneib. "In memory of Carmen María Cadarso Suárez (1960–2022)​." ​Biometrical Journal ​64, no. 7 (2022): ​1159​-1160​. ​https://doi.org/10.1002/bimj.202270075.
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Lasser, Jana, Debsankha Manik, Alexander Silbersdorff, Benjamin Säfken, and Thomas Kneib. "Introductory data science across disciplines, using Python, case studies, and industry consulting projects​." ​Teaching Statistics ​43 (2021): ​S190​-S200​. ​https://doi.org/10.1111/test.12243.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Hambuckers, Julien, and Thomas Kneib. "Smooth-Transition Regression Models for Non-Stationary Extremes​." ​Journal of Financial Econometrics (2021): . ​https://doi.org/10.1093/jjfinec/nbab005.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Säfken, Benjamin, David Rügamer, Thomas Kneib, and Sonja Greven. "Conditional Model Selection in Mixed-Effects Models with cAIC4​." ​Journal of Statistical Software ​99, no. 8 (2021): . ​https://doi.org/10.18637/jss.v099.i08.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Spiegel, Elmar, Thomas Kneib, Petra von Gablenz, and Fabian Otto‐Sobotka. "Generalized expectile regression with flexible response function​." ​Biometrical Journal (2021): . ​https://doi.org/10.1002/bimj.202000203.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Seiler, Johannes, Kenneth Harttgen, Thomas Kneib, and Stefan Lang. "Modelling children's anthropometric status using Bayesian distributional regression merging socio-economic and remote sensed data from South Asia and sub-Saharan Africa​." ​Economics and Human Biology ​40 (2021): ​100950​. ​https://doi.org/10.1016/j.ehb.2020.100950.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Klein, Nadja, Manuel Carlan, Thomas Kneib, Stefan Lang, and Helga Wagner. "Bayesian Effect Selection in Structured Additive Distributional Regression Models​." ​Bayesian Analysis ​16, no. 2 (2021): . ​https://doi.org/10.1214/20-BA1214.
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Seidel, Dominik, Peter Annighöfer, Anton Thielman, Quentin Edward Seifert, Jan-Henrik Thauer, Jonas Glatthorn, Martin Ehbrecht, Thomas Kneib, and Christian Ammer. "Predicting Tree Species From 3D Laser Scanning Point Clouds Using Deep Learning​." ​Frontiers in Plant Science ​12 (2021): . ​https://doi.org/10.3389/fpls.2021.635440.
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Udy, Kristy, Matthias Fritsch, Katrin Mareike Meyer, Ingo Grass, Sebastian Hanß, Florian Hartig, Thomas Kneib et al. "Environmental heterogeneity predicts global species richness patterns better than area​." ​Global Ecology and Biogeography ​30, no. 4 (2021): ​842​-851​. ​https://doi.org/10.1111/geb.13261.
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Stadlmann, Stanislaus, and Thomas Kneib. "Interactively visualizing distributional regression models with distreg.vis​." ​Statistical Modelling ​22, no. 6 (2021): ​527​-545​. ​https://doi.org/10.1177/1471082X211007308.
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Hohberg, Maike, Francesco Donat, Giampiero Marra, and Thomas Kneib. "Beyond unidimensional poverty analysis using distributional copula models for mixed ordered‐continuous outcomes​." ​Journal of the Royal Statistical Society: Series C (Applied Statistics) ​70, no. 5 (2021): ​1365​-1390​. ​https://doi.org/10.1111/rssc.12517.
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Kneib, Thomas, Fabian Otto-Sobotka, and Elmar Spiegel. "Spatio-temporal expectile regression models​." ​Statistical Modelling ​20, no. 4 (2020): ​1471082X1982994​. ​https://doi.org/10.1177/1471082X19829945.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Michaelis, Patrick, Nadja Klein, and Thomas Kneib. "Mixed Discrete‐Continuous Regression – A Novel Approach Based on Weight Functions​." ​Stat (2020): . ​https://doi.org/10.1002/sta4.277.
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Seebaß, J. V., J. Schlüter, B. Wacker, and Thomas Kneib​. "Application of an additive structured copula regression on the joint wind speed and wind direction distribution​." ​Preprint, submitted ​​2020. 
    ​Details 
  • 2020 | Preprint
    ​ ​Wacker, B., Thomas Kneib, and J. Schlüter​. "On Existence and Uniqueness of Maximum Log-Likelihood Parameter Estimation for Two-Parameter Weibull Distributions​." ​Preprint, submitted ​​2020. 
    ​Details 
  • 2020 | Report
    ​ ​Hambuckers, Julien, and Thomas Kneib. Smooth Transition Regression Models for Non-Stationary Extremes​. ​​2020. https://doi.org/10.2139/ssrn.3541718.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Klein, Nadja, Helmut Herwartz, and Thomas Kneib. "Modelling regional patterns of inefficiency: A Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales​." ​Journal of Econometrics ​214, no. 2 (2020): ​513​-539​. ​https://doi.org/10.1016/j.jeconom.2019.07.003.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Klein, Nadja, Torsten Hothorn, Luisa Barbanti, and Thomas Kneib. "Multivariate conditional transformation models​." ​Scandinavian Journal of Statistics (2020): . ​https://doi.org/10.1111/sjos.12501.
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Klein, Nadja, Thomas Kneib, Giampiero Marra, and Rosalba Radice. "Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition​." ​In Flexible Bayesian Regression Modelling, edited by Jean-Luc Dortet-Bernadet, Yanan Fan, David Nott, Mike S. Smith​, 121​-152​. ​​Elsevier, ​2020. https://doi.org/10.1016/B978-0-12-815862-3.00011-1.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Santos, Bruno, and Thomas Kneib. "Noncrossing structured additive multiple-output Bayesian quantile regression models​." ​Statistics and Computing (2020): . ​https://doi.org/10.1007/s11222-020-09925-x.
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Roeder, J., Jan Muntermann, and Thomas Kneib. "Towards a Taxonomy for Data Heterogeneity​." ​In Proceedings of Internationale Tagung Wirtschaftsinformatik 2020, ​2020. 
    ​Details 
  • 2020 | Journal Article
    ​ ​Voncken, Lieke, Thomas Kneib, Casper J. Albers, Nikolaus Umlauf, and Marieke E. Timmerman. "Bayesian Gaussian distributional regression models for more efficient norm estimation​." ​British Journal of Mathematical and Statistical Psychology ​74, no. 1 (2020): ​99​-117​. ​https://doi.org/10.1111/bmsp.12206.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Marques, Isa, Nadja Klein, and Thomas Kneib. "Non-stationary spatial regression for modelling monthly precipitation in Germany​." ​Spatial Statistics ​40 (2020): ​100386​. ​https://doi.org/10.1016/j.spasta.2019.100386.
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Briseño Sanchez, Guillermo, Maike Hohberg, Andreas Groll, and Thomas Kneib. "Flexible instrumental variable distributional regression​." ​Journal of the Royal Statistical Society: Series A (Statistics in Society) ​183, no. 4 (2020): ​1553​-1574​. ​https://doi.org/10.1111/rssa.12598.
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Kneib, Thomas. "Comments on: Inference and computation with Generalized Additive Models and their extensions​." ​TEST ​29, no. 2 (2020): ​351​-353​. ​https://doi.org/10.1007/s11749-020-00713-3.
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​van der Wurp, Hendrik, Andreas Groll, Thomas Kneib, Giampiero Marra, and Rosalba Radice. "Generalised joint regression for count data: a penalty extension for competitive settings​." ​Statistics and Computing ​30, no. 5 (2020): ​1419​-1432​. ​https://doi.org/10.1007/s11222-020-09953-7.
    ​Details  DOI 
  • 2020 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue) | 
    ​ ​Kauermann, Göran, Thomas Kneib, and Yarema Okhrin. "Editorial​." ​Advances in Statistical Analysis ​104, no. 1 (2020): ​1​-3​. ​https://doi.org/10.1007/s10182-020-00361-w.
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Hohberg, Maike, Peter Pütz, and Thomas Kneib. "Treatment effects beyond the mean using distributional regression: Methods and guidance​." ​PLoS One ​15, no. 2 (2020): ​e0226514​. ​https://doi.org/10.1371/journal.pone.0226514.
    ​Details  DOI  PMID  PMC 
  • 2019 | Preprint
    ​ ​Santos, Bruno, and Thomas Kneib​. "Noncrossing structured additive multiple-output Bayesian quantile regression models​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Preprint
    ​ ​van der Wurp, Hendrik, Andreas H. Groll, Thomas Kneib, and Giampiero Marra​. "Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Preprint
    ​ ​Hambuckers, Julien, and Thomas Kneib​. "Operational risk, uncertainty, and the economy: a smooth transition extreme value approach​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Klein, Nadja, Andrew Entwistle, Albert Rosenberger, Thomas Kneib, and Heike Bickeböller. "Candidate-gene association analysis for a continuous phenotype with a spike at zero using parent-offspring trios​." ​Journal of Applied Statistics (2019): ​1​-15​. ​https://doi.org/10.1080/02664763.2019.1704226.
    ​Details  DOI 
  • 2019 | Book Chapter
    ​ ​Hohberg, Maike, Alexander Silbersdorff, and Thomas Kneib. "Mehr als Durchschnittsstatistik: ​Eine kritische Einführung in Regressionsmethoden jenseits des Mittelwertes​." ​In Perspektiven einer pluralen Ökonomik, 231​-255​. ​​2019. https://doi.org/10.1007/978-3-658-16145-3_10.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Groll, Andreas, Julien Hambuckers, Thomas Kneib, and Nikolaus Umlauf. "LASSO-type penalization in the framework of generalized additive models for location, scale and shape​." ​Computational Statistics & Data Analysis ​140 (2019): ​59​-73​. ​https://doi.org/10.1016/j.csda.2019.06.005.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Thaden, Hauke, Nadja Klein, and Thomas Kneib. "Multivariate effect priors in bivariate semiparametric recursive Gaussian models​." ​Computational Statistics & Data Analysis ​137 (2019): ​51​-66​. ​https://doi.org/10.1016/j.csda.2018.12.004.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Kneib, Thomas, Nadja Klein, Stefan Lang, and Nikolaus Umlauf. "Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions​." ​Test: an official journal of the Spanish Society of Statistics and Operations Research ​28, no. 1 (2019): ​1​-39​. ​https://doi.org/10.1007/s11749-019-00631-z.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Kneib, Thomas, Nadja Klein, Stefan Lang, and Nikolaus Umlauf. "Rejoinder on: Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions​." ​Test: an official journal of the Spanish Society of Statistics and Operations Research ​28, no. 1 (2019): ​55​-59​. ​https://doi.org/10.1007/s11749-019-00636-8.
    ​Details  DOI 
  • 2019 | Journal Article | Erratum
    ​ ​Greven, Sonja, and Thomas Kneib. "Correction to: On the behaviour of marginal and conditional AIC in linear mixed models​." ​Biometrika (2019): ​asz051​. ​https://doi.org/10.1093/biomet/asz051.
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Wiemann, P., and Thomas Kneib​. "Using the Softplus Function to Construct Alternative Link Functions in Generalized Linear Models and Beyond​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Preprint
    ​ ​Hohberg, M., F. Donat, G. Marra, and Thomas Kneib​. "Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Preprint
    ​ ​Voncken, Lieke, Thomas Kneib, Casper J Albers, Nikolaus Umlauf, and Marieke Timmerman​. "Bayesian Gaussian distributional regression models for more efficient norm estimation​." ​Preprint, submitted ​​2019. https://doi.org/10.31234/osf.io/7j8ym.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Filippou, Panagiota, Thomas Kneib, Giampiero Marra, and Rosalba Radice. "A trivariate additive regression model with arbitrary link functions and varying correlation matrix​." ​Journal of Statistical Planning and Inference ​199 (2019): ​236​-248​. ​https://doi.org/10.1016/j.jspi.2018.07.002.
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Gutleb, D. R., C. Roos, M. Heistermann, D. De Moor, Thomas Kneib, A. Noll, O. Schülke, and J. Ostner​. "A multi-locus genetic risk score modulates social buffering of HPA axis activity in wild male primates​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Klein, Nadja, and Thomas Kneib. "Directional bivariate quantiles: a robust approach based on the cumulative distribution function​." ​Advances in Statistical Analysis (2019): . ​https://doi.org/10.1007/s10182-019-00355-3.
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Stadlmann, S., and Thomas Kneib​. "distreg.vis: Interactively visualizing distributional regression models​." ​Preprint, submitted ​​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Pollice, Alessio, Giovanna Jona Lasinio, Roberta Rossi, Mariana Amato, Thomas Kneib, and Stefan Lang. "Bayesian measurement error correction in structured additive distributional regression with an application to the analysis of sensor data on soil–plant variability​." ​Stochastic Environmental Research and Risk Assessment ​33, no. 3 (2019): ​747​-763​. ​https://doi.org/10.1007/s00477-019-01667-1.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Otto-Sobotka, Fabian, Nicola Salvati, Maria Giovanna Ranalli, and Thomas Kneib. "Adaptive semiparametric M-quantile regression​." ​Econometrics and Statistics ​11 (2019): ​116​-129​. ​https://doi.org/10.1016/j.ecosta.2019.03.001.
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Signer, Johannes, Marc Filla, Sebastian Schoneberg, Thomas Kneib, Ludek Bufka, Elisa Belotti, and Marco Heurich. "Rocks rock: the importance of rock formations as resting sites of the Eurasian lynx Lynx lynx​." ​Wildlife Biology ​2019, no. 1 (2019): . ​https://doi.org/10.2981/wlb.00489.
    ​Details  DOI 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Darras, Kevin F. A., Marife D. Corre, Greta Formaglio, Aiyen Tjoa, Anton Potapov, Fabian Brambach, Kibrom T. Sibhatu et al. "Reducing Fertilizer and Avoiding Herbicides in Oil Palm Plantations - Ecological and Economic Valuations​." ​Frontiers in Forests and Global Change ​2 (2019): . ​https://doi.org/10.3389/ffgc.2019.00065.
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Säfken, Benjamin, and Thomas Kneib. "Conditional covariance penalties for mixed models​." ​Scandinavian Journal of Statistics ​47, no. 3 (2019): ​990​-1010​. ​https://doi.org/10.1111/sjos.12437.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Espasandín-Domínguez, J, C Cadarso-Suárez, T. Kneib, G Marra, N Klein, R Radice, O Lado-Baleato, A González-Quintela, and F Gude. "Assessing the relationship between markers of glycemic control through flexible copula regression models​." ​Statistics in Medicine ​38, no. 27 (2019): ​5161​-5181​. ​https://doi.org/10.1002/sim.8358.
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Martini, Johannes W R, Francisco Rosales, Ngoc-Thuy Ha, Johannes Heise, Valentin Wimmer, and Thomas Kneib. "Lost in Translation: On the Problem of Data Coding in Penalized Whole Genome Regression with Interactions​." ​G3: Genes, Genomes, Genetics ​9, no. 4 (2019): ​1117​-1129​. ​https://doi.org/10.1534/g3.118.200961.
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Klein, Nadja, Thomas Kneib, Giampiero Marra, Rosalba Radice, Slawa Rokicki, and Mark E. McGovern. "Mixed binary-continuous copula regression models with application to adverse birth outcomes​." ​Statistics in Medicine ​38, no. 3 (2019): ​413​-436​. ​https://doi.org/10.1002/sim.7985.
    ​Details  DOI  PMID  PMC 
  • 2018 | Preprint
    ​ ​Hohberg, Maike, Peter Pütz, and Thomas Kneib​. "Generalized additive models for location, scale and shape for program evaluation: ​A guide to practice​." ​Preprint, submitted ​​2018. 
    ​Details 
  • 2018 | Preprint
    ​ ​Säfken, Benjamin, David Rügamer, Thomas Kneib, and Sonja Greven​. "Conditional Model Selection in Mixed-Effects Models with cAIC4​." ​Preprint, submitted ​​2018. 
    ​Details  arXiv 
  • 2018 | Preprint
    ​ ​Hambuckers, Julien, Andreas Groll, and Thomas Kneib​. "Understanding the Economic Determinants of the Severity of Operational Losses: A Regularized Generalized Pareto Regression Approach​." ​Preprint, submitted ​​2018. 
    ​Details 
  • 2018 | Journal Article
    ​ ​Umlauf, Nikolaus, and Thomas Kneib. "A primer on Bayesian distributional regression​." ​Statistical Modelling ​18, no. 3-4 (2018): ​219​-247​. ​https://doi.org/10.1177/1471082X18759140.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Hambuckers, Julien, Andreas Groll, and Thomas Kneib. "Understanding the economic determinants of the severity of operational losses: A regularized generalized Pareto regression approach​." ​Journal of Applied Econometrics ​33, no. 6 (2018): ​898​-935​. ​https://doi.org/10.1002/jae.2638.
    ​Details  DOI 
  • 2018 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue)
    ​ ​Groll, Andreas, Thomas Kneib, and Andreas Mayr. "Editorial 'Bridging the gap between methodology and applications: Tutorials on semiparametric regression'​." ​Statistical Modelling ​18, no. 3-4 (2018): ​199​-202​. ​https://doi.org/10.1177/1471082X18761252.
    ​Details  DOI 
  • 2018 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue)
    ​ ​He, Xuming, Thomas Kneib, Carlos Lamarche, and Lan Wang. "Editorial: Special issue on quantile regression and semiparametric methods​." ​Econometrics and Statistics ​8 (2018): ​1​-2​. ​https://doi.org/10.1016/j.ecosta.2018.09.002.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Groll, Andreas, Thomas Kneib, Andreas Mayr, and Gunther Schauberger. "On the dependency of soccer scores – a sparse bivariate Poisson model for the UEFA European football championship 2016​." ​Journal of Quantitative Analysis in Sports ​14, no. 2 (2018): ​65​-79​. ​https://doi.org/10.1515/jqas-2017-0067.
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Herbst, H., A. Minnich, S. Herminghaus, Thomas Kneib, B. Wacker, and J. C. Schlüter​. "A Behavioral Economic Perspective on Demand Responsive Transportation​." ​Preprint, submitted ​​2018. 
    ​Details 
  • 2018 | Journal Article
    ​ ​Ríos-Pena, Laura, Thomas Kneib, Carmen Cadarso-Suárez, Nadja Klein, and Manuel Marey-Pérez. "Studying the occurrence and burnt area of wildfires using zero-one-inflated structured additive beta regression​." ​Environmental Modelling & Software ​110 (2018): ​107​-118​. ​https://doi.org/10.1016/j.envsoft.2018.03.008.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Michaelis, Patrick, Nadja Klein, and Thomas Kneib. "Bayesian Multivariate Distributional Regression With Skewed Responses and Skewed Random Effects​." ​Journal of Computational and Graphical Statistics ​27, no. 3 (2018): ​602​-611​. ​https://doi.org/10.1080/10618600.2017.1395343.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Baumgartner, Bernhard, Daniel Guhl, Thomas Kneib, and Winfried J. Steiner. "Flexible estimation of time-varying effects for frequently purchased retail goods: a modeling approach based on household panel data​." ​OR Spectrum ​40, no. 4 (2018): ​837​-873​. ​https://doi.org/10.1007/s00291-018-0530-6.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Thaden, Hauke, and Thomas Kneib. "Structural Equation Models for Dealing With Spatial Confounding​." ​The American Statistician ​72, no. 3 (2018): ​239​-252​. ​https://doi.org/10.1080/00031305.2017.1305290.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Hambuckers, J., T. Kneib, R. Langrock, and A. Silbersdorff. "A Markov-switching generalized additive model for compound Poisson processes, with applications to operational loss models​." ​Quantitative Finance ​18, no. 10 (2018): ​1679​-1698​. ​https://doi.org/10.1080/14697688.2017.1417625.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Guhl, Daniel, Bernhard Baumgartner, Thomas Kneib, and Winfried J. Steiner. "Estimating time-varying parameters in brand choice models: A semiparametric approach​." ​International Journal of Research in Marketing ​35, no. 3 (2018): ​394​-414​. ​https://doi.org/10.1016/j.ijresmar.2018.03.003.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Espasandín-Domínguez, Jenifer, Alfonso Javier Benítez-Estévez, Carmen Cadarso-Suárez, Thomas Kneib, Tegra Barreiro-Martínez, Balbina Casas-Méndez, and Francisco Gude. "Geographical differences in blood potassium detected using a structured additive distributional regression model​." ​Spatial Statistics ​24 (2018): ​1​-13​. ​https://doi.org/10.1016/j.spasta.2018.03.001.
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Hohberg, Maike, Katja Landau, Thomas Kneib, Stephan Klasen, and Walter Zucchini. "Vulnerability to poverty revisited: Flexible modeling and better predictive performance​." ​The Journal of Economic Inequality (2018): ​1​-16​. ​https://doi.org/10.1007/s10888-017-9374-6.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Silbersdorff, A., Julia Lynch, Stephan Klasen, and Thomas Kneib. "Reconsidering the income-health relationship using distributional regression​." ​Health Economics ​27, no. 7 (2018): ​1074​-1088​. ​https://doi.org/10.1002/hec.3656.
    ​Details  DOI  PMID  PMC 
  • 2017 | Preprint
    ​ ​Hambuckers, Julien, Thomas Kneib, R Langrock, and A. Silbersdorff​. "A Markov-Switching Generalized Additive Model for Compound Poisson Processes, with Applications to Operational Losses Models​." ​Preprint, submitted ​​2017. 
    ​Details 
  • 2017 | Preprint
    ​ ​Adam, Timo, Andreas Mayr, and Thomas Kneib​. "Gradient boosting in Markov-switching generalized additive models for location, scale and shape​." ​Preprint, submitted ​​2017. 
    ​Details  arXiv 
  • 2017 | Preprint
    ​ ​Mascarenhas, A., F. Marques, S. Silva, S. Gouveia, M. Alves, D. Virella, A. L. Papoila, Thomas Kneib, N. Klein, and M. T. Neto​. "Determinants of the Variability of Oxygen Saturation during the First Minutes of Life of Term Neonates​." ​Preprint, submitted ​​2017. 
    ​Details 
  • 2017 | Journal Article
    ​ ​Spiegel, Elmar, Thomas Kneib, and Fabian Otto-Sobotka. "Generalized additive models with flexible response functions​." ​Statistics and Computing ​29, no. 1 (2017): ​123​-138​. ​https://doi.org/10.1007/s11222-017-9799-6.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Thaden, Hauke, María P. Pata, Nadja Klein, Carmen Cadarso-Suárez, and Thomas Kneib. "Integrating multivariate conditionally autoregressive spatial priors into recursive bivariate models for analyzing environmental sensitivity of mussels​." ​Spatial Statistics ​22 (2017): ​419​-433​. ​https://doi.org/10.1016/j.spasta.2017.07.005.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Duarte, Elisa, Bruno de Sousa, Carmen Cadarso-Suárez, Thomas Kneib, and Vítor Rodrigues. "Exploring risk factors in breast cancer screening program data using structured geoadditive models with high order interaction​." ​Spatial Statistics ​22 (2017): ​403​-418​. ​https://doi.org/10.1016/j.spasta.2017.07.004.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Vonrüti, Manuel, Aleksandar Spasojevic, Nils Nölke, Thomas Kneib, and Christoph Kleinn. "Comparing canopy leaf temperature of three Central European tree species based on simultaneous confidence bands for penalized splines​." ​Environmental and Ecological Statistics ​24, no. 3 (2017): ​385​-398​. ​https://doi.org/10.1007/s10651-017-0375-1.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Waldmann, Elisabeth, Fabian Sobotka, and Thomas Kneib. "Bayesian regularisation in geoadditive expectile regression​." ​Statistics and Computing ​27, no. 6 (2017): ​1539​-1553​. ​https://doi.org/10.1007/s11222-016-9703-9.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Pütz, Peter, and Thomas Kneib. "A penalized spline estimator for fixed effects panel data models​." ​Advances in Statistical Analysis ​102, no. 2 (2017): ​145​-166​. ​https://doi.org/10.1007/s10182-017-0296-1.
    ​Details  DOI 
  • 2017 | Journal Article | 
    ​ ​Spiegel, Elmar, Fabian Sobotka, and Thomas Kneib. "Model selection in semiparametric expectile regression​." ​Electronic Journal of Statistics ​11, no. 2 (2017): ​3008​-3038​. ​https://doi.org/10.1214/17-EJS1307.
    ​Details  DOI 
  • 2017 | Journal Article | 
    ​ ​Idzalika, Rajius, Thomas Kneib, and Inmaculada Martinez-Zarzoso. "The effect of income on democracy revisited a flexible distributional approach​." ​Empirical Economics ​56, no. 4 (2017): ​1207​-1230​. ​https://doi.org/10.1007/s00181-017-1390-7.
    ​Details  DOI 
  • 2017 | Journal Article | 
    ​ ​Langrock, Roland, Thomas Kneib, Richard Glennie, and Théo Michelot. "Markov-switching generalized additive models​." ​Statistics and Computing ​27, no. 1 (2017): ​259​-270​. ​https://doi.org/10.1007/s11222-015-9620-3.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Duarte, Elisa, Bruno de Sousa, Carmen Cadarso-Suárez, Nadja Klein, Thomas Kneib, and Vítor Rodrigues. "Studying the relationship between a woman's reproductive lifespan and age at menarche using a Bayesian multivariate structured additive distributional regression model​." ​Biometrical journal. Biometrische Zeitschrift ​59, no. 6 (2017): ​1232​-1246​. ​https://doi.org/10.1002/bimj.201600245.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Ríos-Pena, Laura, Thomas Kneib, Carmen Cadarso-Suárez, and Manuel Marey-Pérez. "Predicting the occurrence of wildfires with binary structured additive regression models​." ​Journal of Environmental Management ​187 (2017): ​154​-165​. ​https://doi.org/10.1016/j.jenvman.2016.11.044.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue)
    ​ ​Cadarso Suárez, Carmen, Nadja Klein, Thomas Kneib, Geert Molenberghs, and Dimitris Rizopoulos. "Editorial "Joint modeling of longitudinal and time-to-event data and beyond"​." ​Biometrical Journal ​59, no. 6 (2017): ​1101​-1103​. ​https://doi.org/10.1002/bimj.201700180.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Mamouridis, Valeria, Nadja Klein, Thomas Kneib, Carmen Cadarso Suarez, and Francesc Maynou. "Structured additive distributional regression for analysing landings per unit effort in fisheries research​." ​Mathematical Biosciences ​283 (2017): ​145​-154​. ​https://doi.org/10.1016/j.mbs.2016.11.016.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Taylor-Robinson, David, Tania Pressler, Matthias Schmid, Andreas Mayr, Elisabeth Waldmann, Nadja Klein, and Thomas Kneib. "Boosting joint models for longitudinal and time-to-event data​." ​Biometrical Journal ​59, no. 6 (2017): ​1104-1121​-1121​. ​https://doi.org/10.1002/bimj.201600158.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article | 
    ​ ​Winter, Alexander, Thomas Kneib, Clara Wasylow, Lena Reinhardt, Rolf-Peter Henke, Svenja Engels, Holger Gerullis, and Friedhelm Wawroschek. "Updated Nomogram Incorporating Percentage of Positive Cores to Predict Probability of Lymph Node Invasion in Prostate Cancer Patients Undergoing Sentinel Lymph Node Dissection​." ​Journal of Cancer ​8, no. 14 (2017): ​2692​-2698​. ​https://doi.org/10.7150/jca.20409.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article | 
    ​ ​Friedrichs, Stefanie, Juliane Manitz, Patricia Burger, Christopher I. Amos, Angela Risch, Jenny Chang-Claude, Heinz-Erich Wichmann, Thomas Kneib, Heike Bickeböller, and Benjamin Hofner. "Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies​." ​Computational and mathematical methods in medicine ​2017 (2017): ​6742763​-17​. ​https://doi.org/10.1155/2017/6742763.
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​März, Alexander, Nadja Klein, Thomas Kneib, and Oliver Mußhoff. "Analysing farmland rental rates using Bayesian geoadditive quantile regression​." ​European Review of Agricultural Economics ​43, no. 4 (2016): ​663​-698​. ​https://doi.org/10.1093/erae/jbv028.
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Manitz, Juliane, Jonas Harbering, Marie Schmidt, Thomas Kneib, and Anita Schoebel. "Source estimation for propagation processes on complex networks with an application to delays in public transportation systems​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​66, no. 3 (2016): ​521​-536​. ​https://doi.org/10.1111/rssc.12176.
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Kneib, Thomas. "Smoothing Parameter and Model Selection for General Smooth Models Comment​." ​Journal of the American Statistical Association ​111, no. 516 (2016): ​1563​-1565​. ​https://doi.org/10.1080/01621459.2016.1250576.
    ​Details  DOI  WoS 
  • 2016 | Journal Article | Research Paper
    ​ ​Sohn, Alexander, Nadja Klein, and Thomas Kneib. "A Semiparametric Analysis of Conditional Income Distributions​." ​Schmollers Jahrbuch ​135, no. 1 (2016): ​13​-22​. ​https://doi.org/10.3790/schm.135.1.13.
    ​Details  DOI 
  • 2016 | Journal Article | Erratum | 
    ​ ​Klein, Nadja, Thomas Kneib, Stefan Lang, and Alexander Sohn. "Correction: Bayesian structured additive distributional regression with an application to regional income inequality in Germany​." ​The Annals of Applied Statistics ​10, no. 2 (2016): ​1135​-1136​. ​https://doi.org/10.1214/16-AOAS922.
    ​Details  DOI 
  • 2016 | Journal Article | 
    ​ ​Álvaro-Meca, Alejandro, María A. Jiménez-Sousa, Alexandre Boyer, José Medrano, Holger Reulen, Thomas Kneib, and Salvador Resino. "Impact of chronic hepatitis C on mortality in cirrhotic patients admitted to intensive-care unit​." ​BMC Infectious Diseases ​16, no. 1 (2016): ​122​. ​https://doi.org/10.1186/s12879-016-1448-8.
    ​Details  DOI 
  • 2016 | Journal Article | 
    ​ ​Tahden, Maike, Juliane Manitz, Klaus Baumgardt, Gerhard Fell, Thomas Kneib, and Guido Hegasy. "Epidemiological and Ecological Characterization of the EHEC O104:H4 Outbreak in Hamburg, Germany, 2011​." ​PLOS ONE ​11, no. 10 (2016): ​e0164508​. ​https://doi.org/10.1371/journal.pone.0164508.
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Sennhenn-Reulen, Holger, and Thomas Kneib. "Structured fusion lasso penalized multi-state models​." ​Statistics in Medicine ​35, no. 25 (2016): ​4637​-4659​. ​https://doi.org/10.1002/sim.7017.
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Michelot, Théo, Roland Langrock, Thomas Kneib, and Ruth King. "Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models​." ​Biometrical Journal ​58, no. 1 (2015): ​222​-239​. ​https://doi.org/10.1002/bimj.201400222.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Klein, Nadja, Thomas Kneib, Stephan Klasen, and Stefan Lang. "Bayesian structured additive distributional regression for multivariate responses​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​64, no. 4 (2015): ​569​-591​. ​https://doi.org/10.1111/rssc.12090.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Waldmann, Elisabeth, and Thomas Kneib. "Variational approximations in geoadditive latent Gaussian regression: mean and quantile regression​." ​Statistics and Computing ​25, no. 6 (2015): ​1247​-1263​. ​https://doi.org/10.1007/s11222-014-9480-2.
    ​Details  DOI 
  • 2015 | Review
    ​ ​Kneib, Thomas. "Applied Statistical Inference: Likelihood and Bayes. L.Held and D.Sabanés Bové (2014). Heidelberg: Springer. 376 pages, ISBN: 3642378862​," review of Applied Statistical Inference: Likelihood and Bayes. ​Biometrical Journal ​57​, no. 2​ (2015): ​362​-363​. ​https://doi.org/10.1002/bimj.201400209.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Langrock, Roland, Thomas Kneib, Alexander Sohn, and Stacy L. de Ruiter. "Nonparametric inference in hidden Markov models using P-splines​." ​Biometrics ​71, no. 2 (2015): ​520​-528​. ​https://doi.org/10.1111/biom.12282.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Klein, Nadja, and Thomas Kneib. "Scale-Dependent Priors for Variance Parameters in Structured Additive Distributional Regression​." ​Bayesian Analysis ​11, no. 4 (2015): ​1071​-1106​. ​https://doi.org/10.1214/15-ba983.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Waltrup, Linda Schulze, Fabian Sobotka, Thomas Kneib, and Göran Kauermann. "Expectile and quantile regression-David and Goliath?​." ​Statistical Modelling ​15, no. 5 (2015): ​433​-456​. ​https://doi.org/10.1177/1471082X14561155.
    ​Details  DOI  WoS 
  • 2015 | Preprint
    ​ ​Razen, A., W. Brunauer, N. Klein, Thomas Kneib, S. Lang, and N. Umlauf​. "Statistical risk analysis for real estate collateral valuation using Bayesian distributional and quantile regression​." ​Preprint, submitted ​​2015. 
    ​Details 
  • 2015 | Preprint
    ​ ​März, A., N. Klein, Thomas Kneib, and O. Mußhoff​. "Intergenerational social mobility in the United States: A multivariate analysis using Bayesian distributional regression​." ​Preprint, submitted ​​2015. 
    ​Details 
  • 2015 | Journal Article
    ​ ​Klein, Nadja, Thomas Kneib, Stefan Lang, and Alexander Sohn. "Bayesian structured additive distributional regression with an application to regional income inequality in Germany​." ​The Annals of Applied Statistics ​9, no. 2 (2015): ​1024​-1052​. ​https://doi.org/10.1214/15-aoas823.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Klein, Nadja, and Thomas Kneib. "Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach​." ​Statistics and Computing ​26, no. 4 (2015): ​841​-860​. ​https://doi.org/10.1007/s11222-015-9573-6.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Brezger, Andreas, Thomas Kneib, and Stefan Lang. "BayesX: Analyzing Bayesian Structured Additive Regression Models​." ​Journal of Statistical Software ​14, no. 11 (2015): . ​https://doi.org/10.18637/jss.v014.i11.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Reulen, Holger, and Thomas Kneib. "Boosting multi-state models​." ​Lifetime Data Analysis ​22, no. 2 (2015): ​241​-262​. ​https://doi.org/10.1007/s10985-015-9329-9.
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Buck, Christoph, Thomas Kneib, Tobias Tkaczick, Kenn Konstabel, and Iris Pigeot. "Assessing opportunities for physical activity in the built environment of children: interrelation between kernel density and neighborhood scale​." ​International Journal of Health Geographics ​14, no. 1 (2015): . ​https://doi.org/10.1186/s12942-015-0027-3.
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Umlauf, Nikolaus, Daniel Adler, Thomas Kneib, Stefan Lang, and Achim Zeileis. "Structured Additive Regression Models: An R Interface to BayesX​." ​Journal of Statistical Software ​63, no. 21 (2015): ​1​-46​. ​https://doi.org/10.18637/jss.v063.i21.
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Ríos-Pena, Laura, Carmen Cadarso-Suárez, Thomas Kneib, and Manuel Pérez. "Applying Binary Structured Additive Regression (STAR) for Predicting Wildfire in Galicia, Spain​." ​Procedia Environmental Sciences ​27 (2015): ​123​-126​. ​https://doi.org/10.1016/j.proenv.2015.07.121.
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Winter, Alexander, Thomas Kneib, Martin Rohde, Rolf-Peter Henke, and Friedhelm Wawroschek. "First Nomogram Predicting the Probability of Lymph Node Involvement in Prostate Cancer Patients Undergoing Radioisotope Guided Sentinel Lymph Node Dissection​." ​Urologia Internationalis ​95, no. 4 (2015): ​422​-428​. ​https://doi.org/10.1159/000431182.
    ​Details  DOI  PMID  PMC 
  • 2014 | Preprint
    ​ ​Hofner, Benjamin, Thomas Kneib, Wolfgang H. Hartl, and Helmut Kuchenho​. "Model Choice in Cox-Type Additive Hazard Regression Models with Time-Varying Effects​." ​Preprint, submitted ​​2014. 
    ​Details 
  • 2014 | Journal Article
    ​ ​Klein, Nadja, Michel Denuit, Stefan Lang, and Thomas Kneib. "Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape​." ​Insurance: Mathematics and Economics ​55 (2014): ​225​-249​. ​https://doi.org/10.1016/j.insmatheco.2014.02.001.
    ​Details  DOI 
  • 2014 | Conference Paper
    ​ ​Rodríguez-Álvarez, María Xosé, Thomas Kneib, and Carmen Cadarso-Suárez. "Semiparametric ROC Regression based on Conditional Transformation Models​." ​In Proceedings of the 29th Internacional Workshop on Statistical Modelling, ​145​-148. Vol. 2. ​2014. 
    ​Details 
  • 2014 | Journal Article
    ​ ​Manitz, Juliane, Thomas Kneib, Martin Schlather, Dirk Helbing, and Dirk Brockmann. "Origin Detection During Food-borne Disease Outbreaks - A Case Study of the 2011 EHEC/HUS Outbreak in Germany​." ​PLoS Currents (2014): . ​https://doi.org/10.1371/currents.outbreaks.f3fdeb08c5b9de7c09ed9cbcef5f01f2.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Duarte, Elisa, Bruno de Sousa, Carmen Cadarso-Suarez, Vitor Rodrigues, and Thomas Kneib. "Structured additive regression modeling of age of menarche and menopause in a breast cancer screening program​." ​Biometrical Journal ​56, no. 3 (2014): ​416​-427​. ​https://doi.org/10.1002/bimj.201200260.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Wiesenfarth, Manuel, Carlos Matías Hisgen, Thomas Kneib, and Carmen Cadarso-Suarez. "Bayesian Nonparametric Instrumental Variables Regression Based on Penalized Splines and Dirichlet Process Mixtures​." ​Journal of Business & Economic Statistics ​32, no. 3 (2014): ​468​-482​. ​https://doi.org/10.1080/07350015.2014.907092.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Langrock, Roland, Théo Michelot, Alexander Sohn, and Thomas Kneib. "Semiparametric stochastic volatility modelling using penalized splines​." ​Computational Statistics ​30, no. 2 (2014): ​517​-537​. ​https://doi.org/10.1007/s00180-014-0547-5.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Konrath, Susanne, Ludwig Fahrmeir, and Thomas Kneib. "Bayesian accelerated failure time models based on penalized mixtures of Gaussians: regularization and variable selection​." ​AStA Advances in Statistical Analysis ​99, no. 3 (2014): ​259​-280​. ​https://doi.org/10.1007/s10182-014-0240-6.
    ​Details  DOI 
  • 2014 | Preprint
    ​ ​Oelker, M. R., F. Sobotka, N. Klein, and Thomas Kneib​. "Semiparametric Mode Regression​." ​Preprint, submitted ​​2014. 
    ​Details 
  • 2014 | Report
    ​ ​Sohn, Alexander, Nadja Klein, and Thomas Kneib. A New Semiparametric Approach to Analysing Conditional Income Distributions​. ​​2014. https://doi.org/10.2139/ssrn.2404335.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Klein, Nadja, Thomas Kneib, and Stefan Lang. "Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data​." ​Journal of the American Statistical Association ​110, no. 509 (2014): ​405​-419​. ​https://doi.org/10.1080/01621459.2014.912955.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Rodríguez-Álvarez, María Xosé, Dae-Jin Lee, Thomas Kneib, María Durbán, and Paul Eilers. "Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm​." ​Statistics and Computing ​25, no. 5 (2014): ​941​-957​. ​https://doi.org/10.1007/s11222-014-9464-2.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Waldmann, Elisabeth, and Thomas Kneib. "Bayesian bivariate quantile regression​." ​Statistical Modelling ​15, no. 4 (2014): ​326​-344​. ​https://doi.org/10.1177/1471082x14551247.
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Hofner, Benjamin, Thomas Kneib, and Torsten Hothorn. "A unified framework of constrained regression​." ​Statistics and Computing ​26, no. 1-2 (2014): ​1​-14​. ​https://doi.org/10.1007/s11222-014-9520-y.
    ​Details  DOI 
  • 2014 | Journal Article | Research Paper | 
    ​ ​Saefken, Benjamin, Thomas Kneib, Clara-Sophie van Waveren, and Sonja Greven. "A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models​." ​Electronic Journal of Statistics ​8, no. 1 (2014): ​201​-225​. ​https://doi.org/10.1214/14-EJS881.
    ​Details  DOI 
  • 2014 | Journal Article | 
    ​ ​Helms, Hans-Joachim, Norbert Benda, Jörg Zinserling, Thomas Kneib, and Tim Friede. "Spline-based procedures for dose-finding studies with active control​." ​Statistics in Medicine ​34, no. 2 (2014): ​232​-248​. ​https://doi.org/10.1002/sim.6320.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | 
    ​ ​Freytag, Saskia, Juliane Manitz, Martin Schlather, Thomas Kneib, Christopher I. Amos, Angela Risch, Jenny Chang-Claude, Joachim Heinrich, and Heike Bickeböller. "A Network-Based Kernel Machine Test for the Identification of Risk Pathways in Genome-Wide Association Studies​." ​Human Heredity ​76, no. 2 (2014): ​64​-75​. ​https://doi.org/10.1159/000357567.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Bühlmann, Peter, Jan Gertheiss, S. Hieke, Thomas Kneib, S. Ma, M. Schumacher, Gerhard Tutz, C.-Y. Wang, Z. Wang, and Andreas Ziegler. "Discussion of "The Evolution of Boosting Algorithms" and "Extending Statistical Boosting"​." ​Methods of Information in Medicine ​53, no. 6 (2014): ​436​-445​. ​https://doi.org/10.3414/13100122.
    ​Details  DOI  PMID  PMC  WoS 
  • 2014 | Journal Article
    ​ ​Winter, Alexander, Thomas Kneib, Rolf-Peter Henke, and Friedhelm Wawroschek. "Sentinel lymph node dissection in more than 1200 prostate cancer cases: Rate and prediction of lymph node involvement depending on preoperative tumor characteristics​." ​International Journal of Urology ​21, no. 1 (2014): ​58​-63​. ​https://doi.org/10.1111/iju.12184.
    ​Details  DOI  PMID  PMC 
  • 2013 | Preprint
    ​ ​Mamouridis, Valeria, Nadja Klein, Thomas Kneib, Carmen Cadarso, and Francesc Maynou​. "Extended Additive Regression for Analysing LPUE Indices in Fishery Research​." ​Preprint, submitted ​​2013. 
    ​Details 
  • 2013 | Preprint
    ​ ​Langrock, Roland, Thomas Kneib, A. Sohn, and Stacy DeRuiter​. "Nonparametric inference in hidden Markov models using P-splines​." ​Preprint, submitted ​​2013. 
    ​Details  arXiv 
  • 2013 | Preprint
    ​ ​Langrock, Roland, Théo Michelot, Alexander Sohn, and Thomas Kneib​. "Semiparametric stochastic volatility modelling using penalized splines​." ​Preprint, submitted ​​2013. 
    ​Details  arXiv 
  • 2013 | Conference Paper
    ​ ​Rodríguez-Álvarez, María Xosé, Thomas Kneib, Dae-Jin Lee, and María Durbán. "Fast algorithm for smoothing parameter selection in multidimensional P-splines​." ​In Proceedings of the 28th Internacional Workshop on Statistical Modelling, ​343​-349. ​2013. 
    ​Details 
  • 2013 | Journal Article
    ​ ​Hillmann, Julia, Thomas Kneib, Lena Koepcke, León M. Juárez Paz, and Jutta Kretzberg. "Bivariate cumulative probit model for the comparison of neuronal encoding hypotheses​." ​Biometrical Journal ​56, no. 1 (2013): ​23​-43​. ​https://doi.org/10.1002/bimj.201200161.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Scheipl, Fabian, Thomas Kneib, and Ludwig Fahrmeir. "Penalized likelihood and Bayesian function selection in regression models​." ​AStA Advances in Statistical Analysis ​97, no. 4 (2013): ​349​-385​. ​https://doi.org/10.1007/s10182-013-0211-3.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Quantile Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 597​-620​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_10.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "The Classical Linear Model​." ​In Regression: Modelle, Methoden und Anwendungen, 73​-175​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_3.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Álvaro-Meca, A., T. Kneib, R. Gil-Prieto, and A. Gil de Miguel. "Epidemiology of suicide in Spain, 1981–2008: A spatiotemporal analysis​." ​Public Health ​127, no. 4 (2013): ​380​-385​. ​https://doi.org/10.1016/j.puhe.2012.12.007.
    ​Details  DOI 
  • 2013 | Monograph
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. Regression: ​models, methods and applications​. ​​3. ed. ​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Konrath, Susanne, Ludwig Fahrmeir, and Thomas Kneib. "Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression​." ​In Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather, edited by Claudia Becker, Roland Fried, Sonja Kuhnt​, 149​-170​. ​​Berlin, Heidelberg: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-35494-6_10.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Sobotka, Fabian, Rosalba Radice, Giampiero Marra, and Thomas Kneib. "Estimating the relationship between women's education and fertility in Botswana by using an instrumental variable approach to semiparametric expectile regression​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​62, no. 1 (2013): ​25​-45​. ​https://doi.org/10.1111/j.1467-9876.2012.01050.x.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Rodríguez-Girondo, Mar, Thomas Kneib, Carmen Cadarso-Suárez, and Emad Abu-Assi. "Model building in nonproportional hazard regression​." ​Statistics in Medicine ​32, no. 30 (2013): ​5301​-5314​. ​https://doi.org/10.1002/sim.5961.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Mixed Models​." ​In Regression: Modelle, Methoden und Anwendungen, 349​-412​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_7.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Regression Models: Modelle, Methoden und Anwendungen​." ​In Regression: Modelle, Methoden und Anwendungen, edited by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang​, 21​-72​. ​​Berlin, Heidelberg: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_2.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Bayesian Multilevel Models​." ​In The SAGE Handbook of Multilevel Modeling, edited by Marc A. Scott, Jeffrey S. Simonoff, Brian D. Marx​, 53​-72​. ​​London: ​SAGE Publications Ltd, ​2013. https://doi.org/10.4135/9781446247600.n4.
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Hothorn, Torsten, Thomas Kneib, and Peter Bühlmann. "Conditional transformation models​." ​Journal of the Royal Statistical Society: Series B (Statistical Methodology) ​76, no. 1 (2013): ​3​-27​. ​https://doi.org/10.1111/rssb.12017.
    ​Details  DOI 
  • 2013 | Preprint
    ​ ​Alvaro-Meca, A., H. Reulen, Thomas Kneib, L. Rodriguez-Gijon, A. Gil de Miguel, and S. Resino​. "Risk of hospital readmission and death among HIV infected patients with tuberculosis. A recurrent event analysis​." ​Preprint, submitted ​​2013. 
    ​Details 
  • 2013 | Journal Article
    ​ ​Kneib, Thomas. "Rejoinder​." ​Statistical Modelling ​13, no. 4 (2013): ​373​-385​. ​https://doi.org/10.1177/1471082X13494531.
    ​Details  DOI  WoS 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Nonparametric Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 413​-533​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_8.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Generalized Linear Models​." ​In Regression: Modelle, Methoden und Anwendungen, 269​-324​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_5.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Extensions of the Classical Linear Model​." ​In Regression: Modelle, Methoden und Anwendungen, 177​-267​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_4.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Categorical Regression Models​." ​In Regression: Modelle, Methoden und Anwendungen, 325​-347​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_6.
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, Stefan Lang, and Brian Marx. "Structured Additive Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 535​-595​. ​​Berlin: ​Springer, ​2013. https://doi.org/10.1007/978-3-642-34333-9_9.
    ​Details  DOI 
  • 2013 | Journal Article | 
    ​ ​Kneib, Thomas. "Beyond mean regression​." ​Statistical Modelling ​13, no. 4 (2013): ​275​-303​. ​https://doi.org/10.1177/1471082X13494159.
    ​Details  DOI  WoS 
  • 2013 | Journal Article | 
    ​ ​Yue, Yu Ryan, Stefan Lang, Claudia Flexeder, Elisabeth Waldmann, and Thomas Kneib. "Bayesian semiparametric additive quantile regression​." ​Statistical Modelling ​13, no. 3 (2013): ​223​-252​. ​https://doi.org/10.1177/1471082x13480650.
    ​Details  DOI 
  • 2013 | Review | 
    ​ ​Kneib, Thomas. "Gerhard Tutz: „Regression for Categorical Data“​," review of Regression for Categorical Data. ​Jahresbericht der Deutschen Mathematiker-Vereinigung ​115​, no. 1​ (2013): ​51​-55​. ​https://doi.org/10.1365/s13291-013-0058-2.
    ​Details  DOI 
  • 2013 | Journal Article | 
    ​ ​Freytag, Saskia, Heike Bickeböller, Christopher I. Amos, Thomas Kneib, and Martin Schlather. "A Novel Kernel for Correcting Size Bias in the Logistic Kernel Machine Test with an Application to Rheumatoid Arthritis​." ​Human Heredity ​74, no. 2 (2013): ​97​-108​. ​https://doi.org/10.1159/000347188.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article
    ​ ​Winter, Alexander, Thomas Kneib, Niels Schatke, Martin Rohde, Rolf-Peter Henke, and Friedhelm Wawroschek. "181 FIRST SENTINEL BASED NOMOGRAM PREDICTING THE PROBABILITY OF LYMPH NODE INVOLVEMENT IN PROSTATE CANCER PATIENTS UNDERGOING RADIO GUIDED LYMPH NODE DISSECTION AND RADICAL PROSTATECTOMY​." ​Journal of Urology ​187, no. 4S (2012): . ​https://doi.org/10.1016/j.juro.2012.02.233.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Scheipl, Fabian, Ludwig Fahrmeir, and Thomas Kneib. "Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models​." ​Journal of the American Statistical Association ​107, no. 500 (2012): ​1518​-1532​. ​https://doi.org/10.1080/01621459.2012.737742.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Mehr, Milenka, Roland Brandl, Thomas Kneib, and Jörg Müller. "The effect of bark beetle infestation and salvage logging on bat activity in a national park​." ​Biodiversity and Conservation ​21, no. 11 (2012): ​2775​-2786​. ​https://doi.org/10.1007/s10531-012-0334-y.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Heinzl, Felix, Ludwig Fahrmeir, and Thomas Kneib. "Additive mixed models with Dirichlet process mixture and P-spline priors​." ​AStA Advances in Statistical Analysis ​96, no. 1 (2012): ​47​-68​. ​https://doi.org/10.1007/s10182-011-0161-6.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Álvaro-Meca, Alejandro, Thomas Kneib, Ruth Gil Prieto, and Ángel Gil de Miguel. "Impact of comorbidities and surgery on health related transitions in pancreatic cancer admissions: A multi state model​." ​Cancer Epidemiology ​36, no. 2 (2012): ​e142​-e146​. ​https://doi.org/10.1016/j.canep.2011.12.005.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Freytag, S., C. I. Amos, H. Bickeböller, Thomas Kneib, and M. Schlather. "Novel Kernel for Correcting Significance Bias in the Logistic Kernel Machine Test with an Application to Rheumatoid Arthritis​." ​Human Heredity ​74 (2012): ​97​-108​. ​
    ​Details 
  • 2012 | Preprint
    ​ ​Sobotka, F., S. Schnabel, L. Schulze Waltrup, G. Kauermann, and Thomas Kneib​. "expectreg: An R Package for Expectile Regression​." ​Preprint, submitted ​​2012. 
    ​Details 
  • 2012 | Conference Abstract
    ​ ​Freytag, Saskia, Christopher I. Amos, Heike Bickeböller, Thomas Kneib, and Martin Schlather. "Novel Kernel Function in the Logistic Kernel Machine Test for Pathways in GWA Studies​." ​Genetic Epidemiology ​36​, ​no. 7 (2012): 
    ​Details  WoS 
  • 2012 | Journal Article
    ​ ​Flores, C., M. Rodriguez-Girondo, C. Cadarso-Suarez, T. Kneib, G. Gomez, and L. Casanova. "Flexible Geoadditive Survival analysis of Non-Hodgkin Lymphoma in Peru​." ​SORT ​36 (2012): ​221​-230​. ​
    ​Details 
  • 2012 | Journal Article
    ​ ​Kneib, Thomas. "Discussion on "Analysing visual receptive fields through generalised additive models with interactions" by Rodríguez-Álvarez, M. X., Cadarso-Suárez, C. and González, F.​." ​SORT - Statistics and Operations Research Transactions ​36 (2012): ​37​-38​. ​
    ​Details 
  • 2012 | Journal Article
    ​ ​Hofner, Benjamin, Torsten Hothorn, and Thomas Kneib. "Variable selection and model choice in structured survival models​." ​Computational Statistics ​28, no. 3 (2012): ​1079​-1101​. ​https://doi.org/10.1007/s00180-012-0337-x.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Lang, Stefan, Nikolaus Umlauf, Peter Wechselberger, Kenneth Harttgen, and Thomas Kneib. "Multilevel structured additive regression​." ​Statistics and Computing ​24, no. 2 (2012): ​223​-238​. ​https://doi.org/10.1007/s11222-012-9366-0.
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Mayr, Andreas, Nora Fenske, Benjamin Hofner, Thomas Kneib, and Matthias Schmid. "Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​61, no. 3 (2012): ​403​-427​. ​https://doi.org/10.1111/j.1467-9876.2011.01033.x.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir. "A Space-Time Study on Forest Health​." ​In Statistical Methods for Trend Detection and Analysis in the Environmental Sciences, edited by R. E. Chandler, M. Scott​. ​​Wiley, ​2011. https://doi.org/10.1002/9781119991571.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Hofner, Benjamin, Thomas Kneib, Wolfgang Hartl, and Helmut Küchenhoff. "Building Cox-type structured hazard regression models with time-varying effects​." ​Statistical Modelling ​11, no. 1 (2011): ​3​-24​. ​https://doi.org/10.1177/1471082x1001100102.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Güthlin, Denise, Felix Knauer, Thomas Kneib, Helmut Küchenhoff, Petra Kaczensky, Georg Rauer, Marko Jonozovič, Andrea Mustoni, and Klemen Jerina. "Estimating habitat suitability and potential population size for brown bears in the Eastern Alps​." ​Biological Conservation ​144, no. 5 (2011): ​1733​-1741​. ​https://doi.org/10.1016/j.biocon.2011.03.010.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Rocker, Dagmar, Veljo Kisand, Barbara Scholz-Böttcher, Thomas Kneib, Andreas Lemke, Jürgen Rullkötter, and Meinhard Simon. "Differential decomposition of humic acids by marine and estuarine bacterial communities at varying salinities​." ​Biogeochemistry ​111, no. 1-3 (2011): ​331​-346​. ​https://doi.org/10.1007/s10533-011-9653-4.
    ​Details  DOI 
  • 2011 | Preprint
    ​ ​Otto-Sobotka, Fabian, Thomas Kneib, Sabine Schnabel, and Paul Eilers​. "What to expect – an R vignette for expectreg​." ​Preprint, submitted ​​2011. 
    ​Details 
  • 2011 | Journal Article
    ​ ​Fenske, Nora, Thomas Kneib, and Torsten Hothorn. "Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression​." ​Journal of the American Statistical Association ​106, no. 494 (2011): ​494​-510​. ​https://doi.org/10.1198/jasa.2011.ap09272.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Pata, M. P., Thomas Kneib, Carmen Cadarso-Suarez, V. Lustres-Pérez, and E. Fernández-Pulpeiro. "Categorical structured additive regression for assessing habitat suitability in the spatial distribution of mussel seed abundance​." ​Environmetrics ​23, no. 1 (2011): ​75​-84​. ​https://doi.org/10.1002/env.1140.
    ​Details  DOI 
  • 2011 | Monograph
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data​. ​​Oxford University Press, ​2011. https://doi.org/10.1093/acprof:oso/9780199533022.001.0001.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Hofner, Benjamin, Torsten Hothorn, Thomas Kneib, and Matthias Schmid. "A Framework for Unbiased Model Selection Based on Boosting​." ​Journal of Computational and Graphical Statistics ​20, no. 4 (2011): ​956​-971​. ​https://doi.org/10.1198/jcgs.2011.09220.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Spatial Smoothing, Interactions and Geoadditive Regression​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 307​-414​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0005.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Event History Data​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 415​-494​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0006.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Introduction: Scope of the Book and Applications​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 1​-17​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0001.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Generalized Linear Mixed Models​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 107​-177​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0003.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Basic Concepts for Smoothing and Semiparametric Regression​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 18​-106​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0002.
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Semiparametric Mixed Models for Longitudinal Data​." ​In Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data, 178​-306​. ​​2011. https://doi.org/10.1093/acprof:oso/9780199533022.003.0004.
    ​Details  DOI 
  • 2011 | Journal Article | 
    ​ ​Köpcke, Lena S, Julia Furche, León M Juárez Paz, Thomas Kneib, and Jutta Kretzberg. "Comparison of a Bayesian and a regression model for stimulus classification​." ​BMC Neuroscience ​12, no. S1 (2011): . ​https://doi.org/10.1186/1471-2202-12-S1-P178.
    ​Details  DOI 
  • 2011 | Journal Article | 
    ​ ​Sobotka, Fabian, Göran Kauermann, Linda Schulze Waltrup, and Thomas Kneib. "On confidence intervals for semiparametric expectile regression​." ​Statistics and Computing ​23, no. 2 (2011): ​135​-148​. ​https://doi.org/10.1007/s11222-011-9297-1.
    ​Details  DOI 
  • 2010 | Report
    ​ ​Mayr, Andreas, Benjamin Hofner, Thomas Kneib, and Matthias Schmid. GAMLSS for high-dimensional data – a flexible approach based on boosting​. ​​2010. 
    ​Details 
  • 2010 | Conference Paper
    ​ ​Pata, María P., Thomas Kneib, Carmen Cadarso-Suárez, V. Lustres-Pérez, and E. Fernández-Pulpeiro. "Categorical structured additive regression for the assessment of habitat suitability in the spatial distribution of mussel seed abundance​." ​Paper presented at the METMAV International Workshop on Spatio-Temporal Modelling, ​Santiago de Compostela, ​2010. https://doi.org/10.13140/2.1.3714.8806.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Cadarso-Suárez, Carmen, Luís Meira-Machado, Thomas Kneib, and Francisco Gude. "Flexible hazard ratio curves for continuous predictors in multi-state models​." ​Statistical Modelling ​10, no. 3 (2010): ​291​-314​. ​https://doi.org/10.1177/1471082X0801000303.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Kneib, Thomas, Susanne Konrath, and Ludwig Fahrmeir. "High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​60, no. 1 (2010): ​51​-70​. ​https://doi.org/10.1111/j.1467-9876.2010.00723.x.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Alexopoulos, Panagiotis, S. Lehrl, Tanja Richter-Schmidinger, A. Kreusslein, T. Hauenstein, F. Bayerl, P. Jung et al. "Short-term influence of elevation of plasma homocysteine levels on cognitive function in young healthy adults​." ​The Journal of Nutrition, Health & Aging ​14, no. 4 (2010): ​283​-287​. ​https://doi.org/10.1007/s12603-010-0062-5.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Alexopoulos, Panagiotis, Antje Ebert, Tanja Richter-Schmidinger, E. Schöll, B. Natale, C. A. Aguilar, P. Gourzis et al. "Validation of the German Revised Addenbrooke’s Cognitive Examination for Detecting Mild Cognitive Impairment, Mild Dementia in Alzheimer’s Disease and Frontotemporal Lobar Degeneration​." ​Dementia and Geriatric Cognitive Disorders ​29, no. 5 (2010): ​448​-456​. ​https://doi.org/10.1159/000312685.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Cadarso-Suarez, Carmen, Luís Meira-Machado, Thomas Kneib, and Francisco Gude. "Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data​." ​Statistical Modelling ​10, no. 3 (2010): ​291​-314​. ​https://doi.org/10.1177/1471082x0801000303.
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Kneib, Thomas. "Semiparametric Regression​." ​In Modern Comutational Science 2010, edited by R. Leidl, Alexander K. Hartmann​. ​​Oldenburg University Press, ​2010. 
    ​Details 
  • 2010 | Journal Article
    ​ ​Hothorn, Torsten, Jörg Müller, Boris Schröder, Thomas Kneib, and Roland Brandl. "Decomposing environmental, spatial, and spatiotemporal components of species distributions​." ​Ecological Monographs ​81, no. 2 (2010): ​329​-347​. ​https://doi.org/10.1890/10-0602.1.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Wiesenfarth, Manuel, and Thomas Kneib. "Bayesian geoadditive sample selection models​." ​Journal of the Royal Statistical Society. Series C, Applied statistics ​59, no. 3 (2010): ​381​-404​. ​https://doi.org/10.1111/j.1467-9876.2009.00698.x.
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Kneib, Thomas, Andreas Brezger, and Ciprian M. Crainiceanu. "Generalized Semiparametric Regression Models with Nonparametric Effects of Covariates Measured with Error​." ​In Statistical Modelling and Regression Structures - Festschrift in the Honour of Ludwig Fahrmeir, edited by Thomas Kneib, Gerhard Tutz​. ​​Berlin: ​Springer, ​2010. 
    ​Details 
  • 2010 | Book Chapter
    ​ ​Kneib, Thomas. "Exploratory Data Analysis​." ​In Modern Comutational Science 2010, edited by R. Leidl, Alexander K. Hartmann​. ​​Oldenburg University Press, ​2010. 
    ​Details 
  • 2010 | Journal Article
    ​ ​Richter-Schmidinger, Tanja, Panagiotis Alexopoulos, Marco Horn, Sebastian Maus, Martin Reichel, Cosima Rhein, Piotr Lewczuk et al. "Influence of brain-derived neurotrophic-factor and apolipoprotein E genetic variants on hippocampal volume and memory performance in healthy young adults​." ​Journal of Neural Transmission ​118, no. 2 (2010): ​249​-257​. ​https://doi.org/10.1007/s00702-010-0539-8.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Greven, Sonja, and Thomas Kneib. "On the behaviour of marginal and conditional AIC in linear mixed models​." ​Biometrika ​97, no. 4 (2010): ​773​-789​. ​https://doi.org/10.1093/biomet/asq042.
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Kneib, Thomas, Andreas Brezger, and Ciprian M. Crainiceanu. "Generalized Semiparametric Regression with Covariates Measured with Error​." ​In Statistical modelling and regression structures, 133​-154​. ​​2010. https://doi.org/10.1007/978-3-7908-2413-1_8.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Krivobokova, Tatyana, Thomas Kneib, and Gerda Claeskens. "Simultaneous Confidence Bands for Penalized Spline Estimators​." ​Journal of the American Statistical Association ​105, no. 490 (2010): ​852​-863​. ​https://doi.org/10.1198/jasa.2010.tm09165.
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Sobotka, Fabian, and Thomas Kneib. "Geoadditive expectile regression​." ​Computational Statistics & Data Analysis ​56, no. 4 (2010): ​755​-767​. ​https://doi.org/10.1016/j.csda.2010.11.015.
    ​Details  DOI 
  • 2010 | Anthology
    ​ ​Kneib, Thomas, and Gerhard Tutz​, eds. Statistical Modelling and Regression Structures: ​Festschrift in Honour of Ludwig Fahrmeir​. ​​Heidelberg: ​Physica-Verlag HD, ​2010. https://doi.org/10.1007/978-3-7908-2413-1.
    ​Details  DOI 
  • 2010 | Journal Article | 
    ​ ​Hothorn, Torsten, Peter Bühlmann, Thomas Kneib, Matthias Schmid, and Benjamin Hofner. "Model-based Boosting 2.0​." ​Journal of Machine Learning Reseach - Machine Learning Open Source Software ​11 (2010): ​2109​-2113​. ​
    ​Details 
  • 2009 | Preprint
    ​ ​Kneib, Thomas, and Sonja Greven​. "On the Behavior of Marginal and Conditional Akaike Information Criteria in Linear Mixed Models​." ​Preprint, submitted ​​2009. 
    ​Details 
  • 2009 | Preprint
    ​ ​Kneib, Thomas​. "Mathematische Grundlagen der Angewandten Statistik​." ​Preprint, submitted ​​2009. 
    ​Details 
  • 2009 | Journal Article
    ​ ​Kneib, Thomas, Felix Knauer, and Helmut Küchenhoff. "A general approach to the analysis of habitat selection​." ​Environmental and Ecological Statistics ​18, no. 1 (2009): ​1​-25​. ​https://doi.org/10.1007/s10651-009-0115-2.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Nichtparametrische Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 291​-398​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_7.
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Scheipl, Fabian, and Thomas Kneib. "Locally adaptive Bayesian P-splines with a Normal-Exponential-Gamma prior​." ​Computational Statistics & Data Analysis ​53, no. 10 (2009): ​3533​-3552​. ​https://doi.org/10.1016/j.csda.2009.03.009.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 19​-58​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_2.
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Beyersmann, Jan, Thomas Kneib, Martin Schumacher, and Petra Gastmeier. "Nosocomial Infection, Length of Stay, and Time-Dependent Bias​." ​Infection Control & Hospital Epidemiology ​30, no. 3 (2009): ​273​-276​. ​https://doi.org/10.1086/596020.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Strukturiert-additive Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 399​-443​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_8.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Kategoriale Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 235​-252​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_5.
    ​Details  DOI 
  • 2009 | Monograph
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. Regression: ​Modelle, Methoden und Anwendungen​. ​​2. ed. ​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Generalisierte lineare Modelle​." ​In Regression: Modelle, Methoden und Anwendungen, 189​-234​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_4.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Lineare Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 59​-188​. ​​Berlin: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_3.
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Alexopoulos, Panagiotis, Florian Günther, Julius Popp, Frank Jessen, Oliver Peters, Stefanie Wolf, Thomas Kneib et al. "PLASMA HOMOCYSTEINE AND CEREBROSPINAL FLUID NEURODEGENERATION BIOMARKERS IN MILD COGNITIVE IMPAIRMENT AND DEMENTIA​." ​Journal of the American Geriatrics Society ​57, no. 4 (2009): ​737​-739​. ​https://doi.org/10.1111/j.1532-5415.2009.02212.x.
    ​Details  DOI 
  • 2009 | Preprint
    ​ ​Kneib, Thomas​. "Additive Quantile Regression for the Analysis of Childhood Malnutrition​." ​Preprint, submitted ​​2009. 
    ​Details 
  • 2009 | Lecture
    ​ ​Kneib, Thomas. "Statistical Modelling Based on Structured Additive Regression​." ​ 2009. 
    ​Details 
  • 2009 | Journal Article
    ​ ​Bässler, Claus, Jörg Müller, Torsten Hothorn, Thomas Kneib, Franz Badeck, and Frank Dziock. "Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators​." ​Ecological Indicators ​10, no. 2 (2009): ​341​-352​. ​https://doi.org/10.1016/j.ecolind.2009.06.014.
    ​Details  DOI 
  • 2009 | Preprint
    ​ ​Kneib, Thomas​. "BayesX and INLA - Opponents or Partners?​." ​Preprint, submitted ​​2009. 
    ​Details 
  • 2009 | Journal Article
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Susanne Konrath. "Bayesian regularisation in structured additive regression: a unifying perspective on shrinkage, smoothing and predictor selection​." ​Statistics and Computing ​20, no. 2 (2009): ​203​-219​. ​https://doi.org/10.1007/s11222-009-9158-3.
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Discussion on "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations" by Rue, H., Martino, S. and Chopin, N​." ​Journal of the Royal Statistical Society B: STATISTICAL METHODOLOGY ​71, no. 2 (2009): . ​
    ​Details 
  • 2009 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Gemischte Modelle​." ​In Regression: Modelle, Methoden und Anwendungen, edited by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang​, 253​-290​. ​​Berlin, Heidelberg: ​Springer, ​2009. https://doi.org/10.1007/978-3-642-01837-4_6.
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Kneib, Thomas. "Exploratory Data Analysis​." ​In Modern Comutational Science 2009, edited by R. Leidl, Alexander K. Hartmann​. ​​Oldenburg University Press, ​2009. 
    ​Details 
  • 2009 | Journal Article
    ​ ​Kalus, S., Thomas Kneib, A. Steiger, F. Holsboer, and A. Yassouridis. "A new strategy to analyze possible association structures between dynamic nocturnal hormone activities and sleep alterations in humans​." ​AJP: Regulatory, Integrative and Comparative Physiology ​296, no. 4 (2009): ​R1216​-R1227​. ​https://doi.org/10.1152/ajpregu.90530.2008.
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Moubarak, Patricia, Susanne Zilker, Hilde Wolf, Benjamin Hofner, Thomas Kneib, Helmut Küchenhoff, Karl-Walter Jauch, and Wolfgang H Hartl. "Activity-guided antithrombin III therapy in severe surgical sepsis: efficacy and safety according to a retrospective data analysis​." ​Shock ​30, no. 6 (2008): ​634​-641​. ​https://doi.org/10.1097/SHK.0b013e31817d3e14.
    ​Details  DOI  PMID  PMC 
  • 2008 | Report
    ​ ​Konrath, Susanne, Thomas Kneib, and Ludwig Fahrmeir. Bayesian Regularisation in Structured Additive Regression Models for Survival Data​. ​​2008. https://doi.org/10.5282/ubm/epub.5732.
    ​Details  DOI 
  • 2008 | Preprint
    ​ ​Hofner, Benjamin, Torsten Hothorn, and Thomas Kneib​. "CoxFlexBoost: Fitting Structured Survival Models​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Kneib, Thomas, and Andrea Hennerfeind. "Bayesian semi parametric multi-state models​." ​Statistical Modelling ​8, no. 2 (2008): ​169​-198​. ​https://doi.org/10.1177/1471082x0800800203.
    ​Details  DOI 
  • 2008 | Book Chapter
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "On the Identification of Trend and Correlation in Temporal and Spatial Regression​." ​In Recent Advances in Linear Models and Related Areas: Essays in Honour of Helge Toutenburg, edited by Christian Heumann​, 1​-27​. ​​Heidelberg: ​Physica-Verlag HD, ​2008. https://doi.org/10.1007/978-3-7908-2064-5_1.
    ​Details  DOI 
  • 2008 | Preprint
    ​ ​Kneib, Thomas​. "Semiparametrische Multinomiale Logit-Modelle zur Markenwahl-Analyse​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Preprint
    ​ ​Kneib, Thomas​. "Suchergebnisse Webergebnisse Zeitvariierende Effekte in Markenwahl-Modellen​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Preprint
    ​ ​Kneib, Thomas​. "Time-varying Coe-cients in Brand Choice Modelling​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Müller, Jörg, Heinz Bußler, and Thomas Kneib. "Saproxylic beetle assemblages related to silvicultural management intensity and stand structures in a beech forest in Southern Germany​." ​Journal of Insect Conservation ​12, no. 2 (2008): ​107​-124​. ​https://doi.org/10.1007/s10841-006-9065-2.
    ​Details  DOI 
  • 2008 | Preprint
    ​ ​Kneib, Thomas​. "Bayesianische Regularisierung in semiparametrischen Regressionsmodellen​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Moubarak, Patricia, Susanne Zilker, Hilde Wolf, Benjamin Hofner, Thomas Kneib, Helmut Küchenhoff, Karl-Walter Jauch, and Wolfgang H. Hartl. "ACTIVITY-GUIDED ANTITHROMBIN III THERAPY IN SEVERE SURGICAL SEPSIS​." ​Shock ​30, no. 6 (2008): ​634​-641​. ​https://doi.org/10.1097/shk.0b013e31817d3e14.
    ​Details  DOI 
  • 2008 | Preprint
    ​ ​Kneib, Thomas, Torsten Hothorn, and Gerhard Trutz​. "Boosting Geoadditive Regression Models​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Fahrmeir, Ludwig, and Thomas Kneib. "Propriety of posteriors in structured additive regression models: Theory and empirical evidence​." ​Journal of Statistical Planning and Inference ​139, no. 3 (2008): ​843​-859​. ​https://doi.org/10.1016/j.jspi.2008.05.036.
    ​Details  DOI 
  • 2008 | Preprint
    ​ ​Kneib, Thomas, and Torsten Hothorn​. "mboost - Componentwise Boosting for Generalised Regression Models​." ​Preprint, submitted ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Kneib, Thomas, Torsten Hothorn, and Gerhard Tutz. "Variable Selection and Model Choice in Geoadditive Regression Models​." ​Biometrics ​65, no. 2 (2008): ​626​-634​. ​https://doi.org/10.1111/j.1541-0420.2008.01112.x.
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Kneib, Thomas, Jörg Müller, and Torsten Hothorn. "Spatial smoothing techniques for the assessment of habitat suitability​." ​Environmental and Ecological Statistics ​15, no. 3 (2008): ​343​-364​. ​https://doi.org/10.1007/s10651-008-0092-x.
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Strasak, Alexander M., Stefan Lang, Thomas Kneib, Larry J. Brant, Jochen Klenk, Wolfgang Hilbe, Willi Oberaigner et al. "Use of Penalized Splines in Extended Cox-Type Additive Hazard Regression to Flexibly Estimate the Effect of Time-varying Serum Uric Acid on Risk of Cancer Incidence: A Prospective, Population-Based Study in 78,850 Men​." ​Annals of Epidemiology ​19, no. 1 (2008): ​15​-24​. ​https://doi.org/10.1016/j.annepidem.2008.08.009.
    ​Details  DOI 
  • 2008 | Journal Article | 
    ​ ​Strobl, Carolin, Anne-Laure Boulesteix, Thomas Kneib, Thomas Augustin, and Achim Zeileis. "Conditional Variable Importance for Random Forests​." ​BMC Bioinformatics ​9, no. 1 (2008): ​307​. ​https://doi.org/10.1186/1471-2105-9-307.
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Weidinger, Stephan, Hansjörg Baurecht, Stefan Wagenpfeil, John Henderson, Natalija Novak, Aileen Sandilands, Huijia Chen et al. "Analysis of the individual and aggregate genetic contributions of previously identified serine peptidase inhibitor Kazal type 5 (SPINK5), kallikrein-related peptidase 7 (KLK7), and filaggrin (FLG) polymorphisms to eczema risk​." ​Journal of Allergy and Clinical Immunology ​122, no. 3 (2008): ​560​-568​. ​https://doi.org/10.1016/j.jaci.2008.05.050.
    ​Details  DOI  PMID  PMC 
  • 2007 | Report
    ​ ​Kneib, Thomas, C. Belitz, Andreas Brezger, and S. Lang. BayesX - Bayesian inference in structured additive regression​. ​​2007. 
    ​Details 
  • 2007 | Monograph
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. Regression: ​Modelle, Methoden und Anwendungen ; mit 51 Tabellen​. ​​Statistik und ihre Anwendungen;. ​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Kategoriale Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 235​-252​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_5.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Strukturiert-additive Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 399​-443​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_8.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 19​-58​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_2.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Generalisierte lineare Modelle​." ​In Regression: Modelle, Methoden und Anwendungen, 189​-234​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_4.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Nichtparametrische Regression​." ​In Regression: Modelle, Methoden und Anwendungen, 291​-398​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_7.
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Lineare Regressionsmodelle​." ​In Regression: Modelle, Methoden und Anwendungen, 59​-188​. ​​Berlin: ​Springer, ​2007. https://doi.org/10.1007/978-3-540-33933-5_3.
    ​Details  DOI 
  • 2007 | Preprint
    ​ ​Kneib, Thomas, and Andrea Hennerfeind​. "Semiparametric Event History Models for Analyzing Human Sleep Data​." ​Preprint, submitted ​​2007. 
    ​Details 
  • 2007 | Journal Article
    ​ ​Kneib, Thomas, Bernhard Baumgartner, and Winfried J. Steiner. "Semiparametric multinomial logit models for analysing consumer choice behaviour​." ​AStA Advances in Statistical Analysis ​91, no. 3 (2007): ​225​-244​. ​https://doi.org/10.1007/s10182-007-0033-2.
    ​Details  DOI 
  • 2007 | Journal Article
    ​ ​Kneib, Thomas, and Thomas Petzoldt. "Introduction to the Special Volume on "Ecology and Ecological Modelling in R"​." ​Journal of Statistical Software ​22, no. 1 (2007): . ​https://doi.org/10.18637/jss.v022.i01.
    ​Details  DOI 
  • 2006 | Thesis | Bachelor Thesis
    ​ ​Kneib, Thomas. "Mixed model based inference in structured additive regression​." PhD diss., ​​Dr. Hut-Verlag, ​2006. 
    ​Details 
  • 2006 | Journal Article
    ​ ​Kneib, Thomas. "Mixed model-based inference in geoadditive hazard regression for interval-censored survival times​." ​Computational Statistics & Data Analysis ​51, no. 2 (2006): ​777​-792​. ​https://doi.org/10.1016/j.csda.2006.06.019.
    ​Details  DOI 
  • 2006 | Preprint
    ​ ​Kneib, Thomas​. "Empirical Bayes Inference in Structured Hazard Regression​." ​Preprint, submitted ​​2006. 
    ​Details 
  • 2006 | Preprint
    ​ ​Hennerfeind, Andrea, Ludwig Fahrmeir, and Thomas Kneib​. "Bayesian Structured Hazard Regression​." ​Preprint, submitted ​​2006. 
    ​Details 
  • 2006 | Preprint
    ​ ​Kneib, Thomas​. "BayesX: Bayesianische Inferenz in strukturiert additiven Regressionsmodellen​." ​Preprint, submitted ​​2006. 
    ​Details 
  • 2006 | Journal Article
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir. "Structured Additive Regression for Categorical Space-Time Data: A Mixed Model Approach​." ​Biometrics ​62, no. 1 (2006): ​109​-118​. ​https://doi.org/10.1111/j.1541-0420.2005.00392.x.
    ​Details  DOI 
  • 2006 | Journal Article
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir. "A Mixed Model Approach for Geoadditive Hazard Regression​." ​Scandinavian Journal of Statistics ​34, no. 1 (2006): ​207​-228​. ​https://doi.org/10.1111/j.1467-9469.2006.00524.x.
    ​Details  DOI 
  • 2005 | Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Supplement to "Structured additive regression for categorical space-time data: A mixed model approach"​." ​Preprint, submitted ​​2005. 
    ​Details 
  • 2005 | Preprint
    ​ ​Kneib, Thomas​. "Analysing geoadditive regression data: a mixed model approach​." ​Preprint, submitted ​​2005. 
    ​Details 
  • 2005 | Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Gemischte Modelle zur Schatzung geoadditiver Regressionsmodelle​." ​Preprint, submitted ​​2005. 
    ​Details 
  • 2004 | Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "A mixed model approach for structured hazard regression​." ​Preprint, submitted ​​2004. https://doi.org/10.5282/ubm/epub.1770.
    ​Details  DOI 
  • 2004 | Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Structured additive regression for multicategorical space-time data: A mixed model approach​." ​Preprint, submitted ​​2004. https://doi.org/10.5282/ubm/epub.1748.
    ​Details  DOI 
  • 2004 | Report
    ​ ​Kneib, Thomas, Stefan Lang, and Andreas Brezger. Bayesian semiparametric regression based on mixed model methodology: A tutorial​. ​​Department of Statistics, University of Munich, ​2004. 
    ​Details 
  • 2004 | Journal Article
    ​ ​Fahrmeir, Ludwig, Thomas Kneib, and Stefan Lang. "Penalized structured additive regression for space-time data: a Bayesian perspective​." ​Statistica Sinica ​14 (2004): ​731​-761​. ​
    ​Details 
  • 2004 | Journal Article
    ​ ​Kneib, Thomas. "Penalized structured additive regression for space-time data​." ​Biometrical Journal ​46, no. S1 (2004): ​1​-1​. ​https://doi.org/10.1002/bimj.200490310.
    ​Details  DOI 
  • 2004 | Working Paper
    ​ ​Kneib, Thomas, Stefan Lang, and Andreas Brezger. "Bayesian semiparametric regression based on MCMC techniques: A tutorial​." ​​Department of Statistics, University of Munich, ​2004. 
    ​Details 
  • 2004 | Preprint
    ​ ​Kneib, Thomas​. "Modelling geoadditive survival data​." ​Preprint, submitted ​​2004. 
    ​Details 
  • 2004 | Preprint
    ​ ​Kneib, Thomas, Ludwig Fahrmeir, and Stefan Lang​. "A general mixed model approach for spatio-temporal regression data​." ​Preprint, submitted ​​2004. 
    ​Details 
  • 2004 | Preprint
    ​ ​Kneib, Thomas​. "Penalized structured additive regression for multicategorical space-time data​." ​Preprint, submitted ​​2004. 
    ​Details 
  • 2003 | Report
    ​ ​Kneib, Thomas, A. Bretzger, and S. Lang. BayesX Manuals: ​Reference Manual, Methodology Manual, Tutorials Manual​. ​​2003. 
    ​Details 
  • 2003 | Thesis | Diploma Thesis
    ​ ​Kneib, Thomas. "Bayes-Inferenz in generalisierten geoadditiven gemischten Modellen​." PhD diss., ​​Ludwig-Maximilians-Universität München, Institut für Statistik, ​München, ​2003. 
    ​Details 
  • 2003 | Report
    ​ ​Kneib, Thomas. Restricted maximum likelihood estimation of variance parameters in generalized linear mixed models​. ​​2003. 
    ​Details 

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