Prof. Dr. Thomas Kneib

Name Card

Main Affiliation
 
Staff Status
unigoe
 

1-107 of 107
 
The bibliographical data in your publication list are complete
You can correct existing data in the blue highlighted fields.To do this, please click on the coloured field. It is not possible to delete data here.
Fields that are not marked in colour (e. g. the authors) can be edited using the input form. To do so, click on the in front of the respective publication.
The bibliographic data in your publication list may be incomplete. You can
  • add any missing data in the fields marked in red or
  • correct existing data in the blue highlighted fields.
To do this, please click on the coloured field. It is not possible to delete data here.
Fields that are not marked in colour (e. g. the authors) can be edited using the input form. To do so, click on the in front of the respective publication.
Check/Uncheck all
  • 2017 | Journal Article | 
    ​ ​Markov-switching generalized additive models​
    Langrock, R. ; Kneib, T. ; Glennie, R. & Michelot, T.​ (2017) 
    Statistics and Computing, 27(1) pp. 259​-270​.​ DOI: https://doi.org/10.1007/s11222-015-9620-3 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Predicting the occurrence of wildfires with binary structured additive regression models​
    Ríos-Pena, L.; Kneib, T. ; Cadarso-Suárez, C. & Marey-Pérez, M.​ (2017) 
    Journal of Environmental Management, 187 pp. 154​-165​.​ DOI: https://doi.org/10.1016/j.jenvman.2016.11.044 
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Structured additive distributional regression for analysing landings per unit effort in fisheries research​
    Mamouridis, V.; Klein, N. ; Kneib, T. ; Cadarso Suarez, C. & Maynou, F.​ (2017) 
    Mathematical Biosciences, 283 pp. 145​-154​.​ DOI: https://doi.org/10.1016/j.mbs.2016.11.016 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Analysing farmland rental rates using Bayesian geoadditive quantile regression​
    März, A.; Klein, N. ; Kneib, T.   & Mußhoff, O. ​ (2016) 
    European Review of Agricultural Economics, 43(4) pp. 663​-698​.​ DOI: https://doi.org/10.1093/erae/jbv028 
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Source estimation for propagation processes on complex networks with an application to delays in public transportation systems​
    Manitz, J. ; Harbering, J. ; Schmidt, M.; Kneib, T.   & Schoebel, A. ​ (2016) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 66(3) pp. 521​-536​.​ DOI: https://doi.org/10.1111/rssc.12176 
    ​Details  DOI 
  • 2016 | Journal Article | Research Paper
    ​ ​A Semiparametric Analysis of Conditional Income Distributions​
    Sohn, A. ; Klein, N.   & Kneib, T. ​ (2016) 
    Schmollers Jahrbuch, 135(1) pp. 13​-22​.​ DOI: https://doi.org/10.3790/schm.135.1.13 
    ​Details  DOI 
  • 2016 | Journal Article | 
    ​ ​Impact of chronic hepatitis C on mortality in cirrhotic patients admitted to intensive-care unit​
    Álvaro-Meca, A.; Jiménez-Sousa, M. A.; Boyer, A.; Medrano, J.; Reulen, H.; Kneib, T.   & Resino, S.​ (2016) 
    BMC Infectious Diseases, 16(1) art. 122​.​ DOI: https://doi.org/10.1186/s12879-016-1448-8 
    ​Details  DOI 
  • 2016 | Journal Article | 
    ​ ​Epidemiological and Ecological Characterization of the EHEC O104:H4 Outbreak in Hamburg, Germany, 2011​
    Tahden, M.; Manitz, J. ; Baumgardt, K.; Fell, G.; Kneib, T.   & Hegasy, G.​ (2016) 
    PLOS ONE, 11(10) art. e0164508​.​ DOI: https://doi.org/10.1371/journal.pone.0164508 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Structured fusion lasso penalized multi-state models​
    Sennhenn-Reulen, H.   & Kneib, T. ​ (2016) 
    Statistics in Medicine, 35(25) pp. 4637​-4659​.​ DOI: https://doi.org/10.1002/sim.7017 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models​
    Michelot, T.; Langrock, R. ; Kneib, T.   & King, R.​ (2015) 
    Biometrical Journal, 58(1) pp. 222​-239​.​ DOI: https://doi.org/10.1002/bimj.201400222 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Bayesian structured additive distributional regression for multivariate responses​
    Klein, N. ; Kneib, T. ; Klasen, S.   & Lang, S.​ (2015) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 64(4) pp. 569​-591​.​ DOI: https://doi.org/10.1111/rssc.12090 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Variational approximations in geoadditive latent Gaussian regression: mean and quantile regression​
    Waldmann, E.   & Kneib, T. ​ (2015) 
    Statistics and Computing, 25(6) pp. 1247​-1263​.​ DOI: https://doi.org/10.1007/s11222-014-9480-2 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Nonparametric inference in hidden Markov models using P-splines​
    Langrock, R. ; Kneib, T. ; Sohn, A.   & Ruiter, S. L. de​ (2015) 
    Biometrics, 71(2) pp. 520​-528​.​ DOI: https://doi.org/10.1111/biom.12282 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Scale-Dependent Priors for Variance Parameters in Structured Additive Distributional Regression​
    Klein, N.   & Kneib, T. ​ (2015) 
    Bayesian Analysis, 11(4) pp. 1071​-1106​.​ DOI: https://doi.org/10.1214/15-ba983 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Bayesian structured additive distributional regression with an application to regional income inequality in Germany​
    Klein, N. ; Kneib, T. ; Lang, S. & Sohn, A. ​ (2015) 
    The Annals of Applied Statistics, 9(2) pp. 1024​-1052​.​ DOI: https://doi.org/10.1214/15-aoas823 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach​
    Klein, N.   & Kneib, T. ​ (2015) 
    Statistics and Computing, 26(4) pp. 841​-860​.​ DOI: https://doi.org/10.1007/s11222-015-9573-6 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​BayesX: Analyzing Bayesian Structured Additive Regression Models​
    Brezger, A.; Kneib, T.   & Lang, S.​ (2015) 
    Journal of Statistical Software, 14(11).​ DOI: https://doi.org/10.18637/jss.v014.i11 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Boosting multi-state models​
    Reulen, H. & Kneib, T. ​ (2015) 
    Lifetime Data Analysis, 22(2) pp. 241​-262​.​ DOI: https://doi.org/10.1007/s10985-015-9329-9 
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Assessing opportunities for physical activity in the built environment of children: interrelation between kernel density and neighborhood scale​
    Buck, C.; Kneib, T. ; Tkaczick, T.; Konstabel, K. & Pigeot, I.​ (2015) 
    International Journal of Health Geographics, 14(1).​ DOI: https://doi.org/10.1186/s12942-015-0027-3 
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Structured Additive Regression Models: An R Interface to BayesX​
    Umlauf, N.; Adler, D.; Kneib, T. ; Lang, S. & Zeileis, A.​ (2015) 
    Journal of Statistical Software, 63(21) pp. 1​-46​.​ DOI: https://doi.org/10.18637/jss.v063.i21 
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​Applying Binary Structured Additive Regression (STAR) for Predicting Wildfire in Galicia, Spain​
    Ríos-Pena, L.; Cadarso-Suárez, C.; Kneib, T.   & Pérez, M.​ (2015) 
    Procedia Environmental Sciences, 27 pp. 123​-126​.​ DOI: https://doi.org/10.1016/j.proenv.2015.07.121 
    ​Details  DOI 
  • 2015 | Journal Article | 
    ​ ​First Nomogram Predicting the Probability of Lymph Node Involvement in Prostate Cancer Patients Undergoing Radioisotope Guided Sentinel Lymph Node Dissection​
    Winter, A.; Kneib, T. ; Rohde, M.; Henke, R.-P. & Wawroschek, F.​ (2015) 
    Urologia Internationalis, 95(4) pp. 422​-428​.​ DOI: https://doi.org/10.1159/000431182 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape​
    Klein, N. ; Denuit, M.; Lang, S. & Kneib, T. ​ (2014) 
    Insurance: Mathematics and Economics, 55 pp. 225​-249​.​ DOI: https://doi.org/10.1016/j.insmatheco.2014.02.001 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Origin Detection During Food-borne Disease Outbreaks - A Case Study of the 2011 EHEC/HUS Outbreak in Germany​
    Manitz, J. ; Kneib, T. ; Schlather, M.; Helbing, D. & Brockmann, D.​ (2014) 
    PLoS Currents,.​ DOI: https://doi.org/10.1371/currents.outbreaks.f3fdeb08c5b9de7c09ed9cbcef5f01f2 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Structured additive regression modeling of age of menarche and menopause in a breast cancer screening program​
    Duarte, E.; Sousa, B. de; Cadarso-Suarez, C.; Rodrigues, V. & Kneib, T. ​ (2014) 
    Biometrical Journal, 56(3) pp. 416​-427​.​ DOI: https://doi.org/10.1002/bimj.201200260 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Bayesian Nonparametric Instrumental Variables Regression Based on Penalized Splines and Dirichlet Process Mixtures​
    Wiesenfarth, M. ; Hisgen, C. M.; Kneib, T.   & Cadarso-Suarez, C.​ (2014) 
    Journal of Business & Economic Statistics, 32(3) pp. 468​-482​.​ DOI: https://doi.org/10.1080/07350015.2014.907092 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Semiparametric stochastic volatility modelling using penalized splines​
    Langrock, R. ; Michelot, T.; Sohn, A.   & Kneib, T. ​ (2014) 
    Computational Statistics, 30(2) pp. 517​-537​.​ DOI: https://doi.org/10.1007/s00180-014-0547-5 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Bayesian accelerated failure time models based on penalized mixtures of Gaussians: regularization and variable selection​
    Konrath, S.; Fahrmeir, L. & Kneib, T. ​ (2014) 
    AStA Advances in Statistical Analysis, 99(3) pp. 259​-280​.​ DOI: https://doi.org/10.1007/s10182-014-0240-6 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data​
    Klein, N. ; Kneib, T.   & Lang, S.​ (2014) 
    Journal of the American Statistical Association, 110(509) pp. 405​-419​.​ DOI: https://doi.org/10.1080/01621459.2014.912955 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm​
    Rodríguez-Álvarez, M. X.; Lee, D.-J.; Kneib, T. ; Durbán, M. & Eilers, P.​ (2014) 
    Statistics and Computing, 25(5) pp. 941​-957​.​ DOI: https://doi.org/10.1007/s11222-014-9464-2 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Bayesian bivariate quantile regression​
    Waldmann, E.   & Kneib, T. ​ (2014) 
    Statistical Modelling, 15(4) pp. 326​-344​.​ DOI: https://doi.org/10.1177/1471082x14551247 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​A unified framework of constrained regression​
    Hofner, B.; Kneib, T.   & Hothorn, T.​ (2014) 
    Statistics and Computing, 26(1-2) pp. 1​-14​.​ DOI: https://doi.org/10.1007/s11222-014-9520-y 
    ​Details  DOI 
  • 2014 | Journal Article | 
    ​ ​Spline-based procedures for dose-finding studies with active control​
    Helms, H.-J.; Benda, N.; Zinserling, J.; Kneib, T.   & Friede, T. ​ (2014) 
    Statistics in Medicine, 34(2) pp. 232​-248​.​ DOI: https://doi.org/10.1002/sim.6320 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | 
    ​ ​A Network-Based Kernel Machine Test for the Identification of Risk Pathways in Genome-Wide Association Studies​
    Freytag, S.; Manitz, J. ; Schlather, M.; Kneib, T. ; Amos, C. I.; Risch, A. & Chang-Claude, J. et al.​ (2014) 
    Human Heredity, 76(2) pp. 64​-75​.​ DOI: https://doi.org/10.1159/000357567 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Sentinel lymph node dissection in more than 1200 prostate cancer cases: Rate and prediction of lymph node involvement depending on preoperative tumor characteristics​
    Winter, A.; Kneib, T. ; Henke, R.-P. & Wawroschek, F.​ (2014) 
    International Journal of Urology, 21(1) pp. 58​-63​.​ DOI: https://doi.org/10.1111/iju.12184 
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article
    ​ ​Bivariate cumulative probit model for the comparison of neuronal encoding hypotheses​
    Hillmann, J.; Kneib, T. ; Koepcke, L.; Juárez Paz, L. M. & Kretzberg, J.​ (2013) 
    Biometrical Journal, 56(1) pp. 23​-43​.​ DOI: https://doi.org/10.1002/bimj.201200161 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Penalized likelihood and Bayesian function selection in regression models​
    Scheipl, F.; Kneib, T.   & Fahrmeir, L.​ (2013) 
    AStA Advances in Statistical Analysis, 97(4) pp. 349​-385​.​ DOI: https://doi.org/10.1007/s10182-013-0211-3 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Epidemiology of suicide in Spain, 1981–2008: A spatiotemporal analysis​
    Álvaro-Meca, A.; Kneib, T. ; Gil-Prieto, R. & Gil de Miguel, A.​ (2013) 
    Public Health, 127(4) pp. 380​-385​.​ DOI: https://doi.org/10.1016/j.puhe.2012.12.007 
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression​
    Konrath, S.; Fahrmeir, L.& Kneib, T. ​ (2013)
    In:​Becker, Claudia; Fried, Roland; Kuhnt, Sonja​ (Eds.), Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather pp. 149​-170. ​Berlin, Heidelberg: ​Springer. DOI: https://doi.org/10.1007/978-3-642-35494-6_10 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Estimating the relationship between women's education and fertility in Botswana by using an instrumental variable approach to semiparametric expectile regression​
    Sobotka, F.; Radice, R.; Marra, G. & Kneib, T. ​ (2013) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 62(1) pp. 25​-45​.​ DOI: https://doi.org/10.1111/j.1467-9876.2012.01050.x 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Model building in nonproportional hazard regression​
    Rodríguez-Girondo, M.; Kneib, T. ; Cadarso-Suárez, C. & Abu-Assi, E.​ (2013) 
    Statistics in Medicine, 32(30) pp. 5301​-5314​.​ DOI: https://doi.org/10.1002/sim.5961 
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Regression Models: Modelle, Methoden und Anwendungen​
    Fahrmeir, L.; Kneib, T. ; Lang, S.& Marx, B.​ (2013)
    In:​Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan​ (Eds.), Regression: Modelle, Methoden und Anwendungen pp. 21​-72. ​Berlin, Heidelberg: ​Springer. DOI: https://doi.org/10.1007/978-3-642-34333-9_2 
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Bayesian Multilevel Models​
    Fahrmeir, L.; Kneib, T.  & Lang, S.​ (2013)
    In:​Scott, Marc A.; Simonoff, Jeffrey S.; Marx, Brian D.​ (Eds.), The SAGE Handbook of Multilevel Modeling pp. 53​-72. ​London: ​SAGE Publications Ltd. DOI: https://doi.org/10.4135/9781446247600.n4 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Conditional transformation models​
    Hothorn, T.; Kneib, T.   & Bühlmann, P.​ (2013) 
    Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76(1) pp. 3​-27​.​ DOI: https://doi.org/10.1111/rssb.12017 
    ​Details  DOI 
  • 2013 | Journal Article | 
    ​ ​Bayesian semiparametric additive quantile regression​
    Yue, Y. R.; Lang, S.; Flexeder, C.; Waldmann, E.   & Kneib, T. ​ (2013) 
    Statistical Modelling, 13(3) pp. 223​-252​.​ DOI: https://doi.org/10.1177/1471082x13480650 
    ​Details  DOI 
  • 2013 | Journal Article | 
    ​ ​A Novel Kernel for Correcting Size Bias in the Logistic Kernel Machine Test with an Application to Rheumatoid Arthritis​
    Freytag, S.; Bickeböller, H. ; Amos, C. I.; Kneib, T.   & Schlather, M.​ (2013) 
    Human Heredity, 74(2) pp. 97​-108​.​ DOI: https://doi.org/10.1159/000347188 
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article
    ​ ​Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models​
    Scheipl, F.; Fahrmeir, L. & Kneib, T. ​ (2012) 
    Journal of the American Statistical Association, 107(500) pp. 1518​-1532​.​ DOI: https://doi.org/10.1080/01621459.2012.737742 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​The effect of bark beetle infestation and salvage logging on bat activity in a national park​
    Mehr, M.; Brandl, R.; Kneib, T.   & Müller, J.​ (2012) 
    Biodiversity and Conservation, 21(11) pp. 2775​-2786​.​ DOI: https://doi.org/10.1007/s10531-012-0334-y 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Additive mixed models with Dirichlet process mixture and P-spline priors​
    Heinzl, F.; Fahrmeir, L. & Kneib, T. ​ (2012) 
    AStA Advances in Statistical Analysis, 96(1) pp. 47​-68​.​ DOI: https://doi.org/10.1007/s10182-011-0161-6 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Impact of comorbidities and surgery on health related transitions in pancreatic cancer admissions: A multi state model​
    Álvaro-Meca, A.; Kneib, T. ; Prieto, R. G. & Miguel, Á. G. de​ (2012) 
    Cancer Epidemiology, 36(2) pp. e142​-e146​.​ DOI: https://doi.org/10.1016/j.canep.2011.12.005 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Flexible Geoadditive Survival analysis of Non-Hodgkin Lymphoma in Peru​
    Flores, C.; Rodriguez-Girondo, M.; Cadarso-Suarez, C.; Kneib, T. ; Gomez, G. & Casanova, L.​ (2012) 
    SORT, 36 pp. 221​-230​.​
    ​Details 
  • 2012 | Journal Article
    ​ ​Discussion on "Analysing visual receptive fields through generalised additive models with interactions" by Rodríguez-Álvarez, M. X., Cadarso-Suárez, C. and González, F.​
    Kneib, T. ​ (2012) 
    SORT - Statistics and Operations Research Transactions, 36 pp. 37​-38​.​
    ​Details 
  • 2012 | Journal Article
    ​ ​Variable selection and model choice in structured survival models​
    Hofner, B.; Hothorn, T. & Kneib, T. ​ (2012) 
    Computational Statistics, 28(3) pp. 1079​-1101​.​ DOI: https://doi.org/10.1007/s00180-012-0337-x 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Multilevel structured additive regression​
    Lang, S.; Umlauf, N.; Wechselberger, P.; Harttgen, K.   & Kneib, T. ​ (2012) 
    Statistics and Computing, 24(2) pp. 223​-238​.​ DOI: https://doi.org/10.1007/s11222-012-9366-0 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting​
    Mayr, A.; Fenske, N.; Hofner, B.; Kneib, T.   & Schmid, M.​ (2012) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 61(3) pp. 403​-427​.​ DOI: https://doi.org/10.1111/j.1467-9876.2011.01033.x 
    ​Details  DOI 
  • 2011 | Book Chapter
    ​ ​A Space-Time Study on Forest Health​
    Kneib, T.  & Fahrmeir, L.​ (2011)
    In:​Chandler, R. E.; Scott, M.​ (Eds.), Statistical Methods for Trend Detection and Analysis in the Environmental Sciences. ​Wiley. DOI: https://doi.org/10.1002/9781119991571 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Building Cox-type structured hazard regression models with time-varying effects​
    Hofner, B.; Kneib, T. ; Hartl, W. & Küchenhoff, H.​ (2011) 
    Statistical Modelling, 11(1) pp. 3​-24​.​ DOI: https://doi.org/10.1177/1471082x1001100102 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Estimating habitat suitability and potential population size for brown bears in the Eastern Alps​
    Güthlin, D.; Knauer, F.; Kneib, T. ; Küchenhoff, H.; Kaczensky, P.; Rauer, G. & Jonozovič, M. et al.​ (2011) 
    Biological Conservation, 144(5) pp. 1733​-1741​.​ DOI: https://doi.org/10.1016/j.biocon.2011.03.010 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Differential decomposition of humic acids by marine and estuarine bacterial communities at varying salinities​
    Rocker, D.; Kisand, V.; Scholz-Böttcher, B.; Kneib, T. ; Lemke, A.; Rullkötter, J. & Simon, M.​ (2011) 
    Biogeochemistry, 111(1-3) pp. 331​-346​.​ DOI: https://doi.org/10.1007/s10533-011-9653-4 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression​
    Fenske, N.; Kneib, T.   & Hothorn, T.​ (2011) 
    Journal of the American Statistical Association, 106(494) pp. 494​-510​.​ DOI: https://doi.org/10.1198/jasa.2011.ap09272 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Categorical structured additive regression for assessing habitat suitability in the spatial distribution of mussel seed abundance​
    Pata, M. P.; Kneib, T. ; Cadarso-Suarez, C.; Lustres-Pérez, V. & Fernández-Pulpeiro, E.​ (2011) 
    Environmetrics, 23(1) pp. 75​-84​.​ DOI: https://doi.org/10.1002/env.1140 
    ​Details  DOI 
  • 2011 | Monograph
    ​ ​Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data​ ​
    Fahrmeir, L.& Kneib, T. ​ (2011)
    Oxford University Press. DOI: https://doi.org/10.1093/acprof:oso/9780199533022.001.0001 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​A Framework for Unbiased Model Selection Based on Boosting​
    Hofner, B.; Hothorn, T.; Kneib, T.   & Schmid, M.​ (2011) 
    Journal of Computational and Graphical Statistics, 20(4) pp. 956​-971​.​ DOI: https://doi.org/10.1198/jcgs.2011.09220 
    ​Details  DOI 
  • 2011 | Journal Article | 
    ​ ​On confidence intervals for semiparametric expectile regression​
    Sobotka, F.; Kauermann, G.; Schulze Waltrup, L. & Kneib, T. ​ (2011) 
    Statistics and Computing, 23(2) pp. 135​-148​.​ DOI: https://doi.org/10.1007/s11222-011-9297-1 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance​
    Kneib, T. ; Konrath, S. & Fahrmeir, L.​ (2010) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 60(1) pp. 51​-70​.​ DOI: https://doi.org/10.1111/j.1467-9876.2010.00723.x 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Short-term influence of elevation of plasma homocysteine levels on cognitive function in young healthy adults​
    Alexopoulos, P.; Lehrl, S.; Richter-Schmidinger, T.; Kreusslein, A.; Hauenstein, T.; Bayerl, F. & Jung, P. et al.​ (2010) 
    The Journal of Nutrition, Health & Aging, 14(4) pp. 283​-287​.​ DOI: https://doi.org/10.1007/s12603-010-0062-5 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Validation of the German Revised Addenbrooke’s Cognitive Examination for Detecting Mild Cognitive Impairment, Mild Dementia in Alzheimer’s Disease and Frontotemporal Lobar Degeneration​
    Alexopoulos, P.; Ebert, A. ; Richter-Schmidinger, T.; Schöll, E.; Natale, B.; Aguilar, C. A. & Gourzis, P. et al.​ (2010) 
    Dementia and Geriatric Cognitive Disorders, 29(5) pp. 448​-456​.​ DOI: https://doi.org/10.1159/000312685 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data​
    Cadarso-Suarez, C.; Meira-Machado, L.; Kneib, T.   & Gude, F.​ (2010) 
    Statistical Modelling, 10(3) pp. 291​-314​.​ DOI: https://doi.org/10.1177/1471082x0801000303 
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Semiparametric Regression​
    Kneib, T. ​ (2010)
    In:​Leidl, R.; Hartmann, Alexander K.​ (Eds.), Modern Comutational Science 2010. ​Oldenburg University Press.
    ​Details 
  • 2010 | Journal Article
    ​ ​Decomposing environmental, spatial, and spatiotemporal components of species distributions​
    Hothorn, T.; Müller, J.; Schröder, B.; Kneib, T.   & Brandl, R.​ (2010) 
    Ecological Monographs, 81(2) pp. 329​-347​.​ DOI: https://doi.org/10.1890/10-0602.1 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Bayesian geoadditive sample selection models​
    Wiesenfarth, M.   & Kneib, T. ​ (2010) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 59(3) pp. 381​-404​.​ DOI: https://doi.org/10.1111/j.1467-9876.2009.00698.x 
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Generalized Semiparametric Regression Models with Nonparametric Effects of Covariates Measured with Error​
    Kneib, T. ; Brezger, A.& Crainiceanu, C. M.​ (2010)
    In:​Kneib, Thomas; Tutz, Gerhard​ (Eds.), Statistical Modelling and Regression Structures - Festschrift in the Honour of Ludwig Fahrmeir. ​Berlin: ​Springer.
    ​Details 
  • 2010 | Book Chapter
    ​ ​Exploratory Data Analysis​
    Kneib, T. ​ (2010)
    In:​Leidl, R.; Hartmann, Alexander K.​ (Eds.), Modern Comutational Science 2010. ​Oldenburg University Press.
    ​Details 
  • 2010 | Journal Article
    ​ ​Influence of brain-derived neurotrophic-factor and apolipoprotein E genetic variants on hippocampal volume and memory performance in healthy young adults​
    Richter-Schmidinger, T.; Alexopoulos, P.; Horn, M.; Maus, S.; Reichel, M.; Rhein, C. & Lewczuk, P.  et al.​ (2010) 
    Journal of Neural Transmission, 118(2) pp. 249​-257​.​ DOI: https://doi.org/10.1007/s00702-010-0539-8 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​On the behaviour of marginal and conditional AIC in linear mixed models​
    Greven, S. & Kneib, T. ​ (2010) 
    Biometrika, 97(4) pp. 773​-789​.​ DOI: https://doi.org/10.1093/biomet/asq042 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Simultaneous Confidence Bands for Penalized Spline Estimators​
    Krivobokova, T. ; Kneib, T.   & Claeskens, G.​ (2010) 
    Journal of the American Statistical Association, 105(490) pp. 852​-863​.​ DOI: https://doi.org/10.1198/jasa.2010.tm09165 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​Geoadditive expectile regression​
    Sobotka, F. & Kneib, T. ​ (2010) 
    Computational Statistics & Data Analysis, 56(4) pp. 755​-767​.​ DOI: https://doi.org/10.1016/j.csda.2010.11.015 
    ​Details  DOI 
  • 2010 | Journal Article | 
    ​ ​Model-based Boosting 2.0​
    Hothorn, T.; Bühlmann, P.; Kneib, T. ; Schmid, M. & Hofner, B.​ (2010) 
    Journal of Machine Learning Reseach - Machine Learning Open Source Software, 11 pp. 2109​-2113​.​
    ​Details 
  • 2009 | Journal Article
    ​ ​A general approach to the analysis of habitat selection​
    Kneib, T. ; Knauer, F. & Küchenhoff, H.​ (2009) 
    Environmental and Ecological Statistics, 18(1) pp. 1​-25​.​ DOI: https://doi.org/10.1007/s10651-009-0115-2 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Locally adaptive Bayesian P-splines with a Normal-Exponential-Gamma prior​
    Scheipl, F. & Kneib, T. ​ (2009) 
    Computational Statistics & Data Analysis, 53(10) pp. 3533​-3552​.​ DOI: https://doi.org/10.1016/j.csda.2009.03.009 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Nosocomial Infection, Length of Stay, and Time-Dependent Bias​
    Beyersmann, J.; Kneib, T. ; Schumacher, M. & Gastmeier, P.​ (2009) 
    Infection Control & Hospital Epidemiology, 30(3) pp. 273​-276​.​ DOI: https://doi.org/10.1086/596020 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​PLASMA HOMOCYSTEINE AND CEREBROSPINAL FLUID NEURODEGENERATION BIOMARKERS IN MILD COGNITIVE IMPAIRMENT AND DEMENTIA​
    Alexopoulos, P.; Günther, F.; Popp, J.; Jessen, F.; Peters, O.; Wolf, S. & Kneib, T.  et al.​ (2009) 
    Journal of the American Geriatrics Society, 57(4) pp. 737​-739​.​ DOI: https://doi.org/10.1111/j.1532-5415.2009.02212.x 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators​
    Bässler, C.; Müller, J.; Hothorn, T.; Kneib, T. ; Badeck, F. & Dziock, F.​ (2009) 
    Ecological Indicators, 10(2) pp. 341​-352​.​ DOI: https://doi.org/10.1016/j.ecolind.2009.06.014 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Bayesian regularisation in structured additive regression: a unifying perspective on shrinkage, smoothing and predictor selection​
    Fahrmeir, L.; Kneib, T.   & Konrath, S.​ (2009) 
    Statistics and Computing, 20(2) pp. 203​-219​.​ DOI: https://doi.org/10.1007/s11222-009-9158-3 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Discussion on "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations" by Rue, H., Martino, S. and Chopin, N​
    Fahrmeir, L. & Kneib, T. ​ (2009) 
    Journal of the Royal Statistical Society B: STATISTICAL METHODOLOGY, 71(2).​
    ​Details 
  • 2009 | Book Chapter
    ​ ​Gemischte Modelle​
    Fahrmeir, L.; Kneib, T.  & Lang, S.​ (2009)
    In:​Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan​ (Eds.), Regression: Modelle, Methoden und Anwendungen pp. 253​-290. ​Berlin, Heidelberg: ​Springer. DOI: https://doi.org/10.1007/978-3-642-01837-4_6 
    ​Details  DOI 
  • 2009 | Book Chapter
    ​ ​Exploratory Data Analysis​
    Kneib, T. ​ (2009)
    In:​Leidl, R.; Hartmann, Alexander K.​ (Eds.), Modern Comutational Science 2009. ​Oldenburg University Press.
    ​Details 
  • 2009 | Journal Article
    ​ ​A new strategy to analyze possible association structures between dynamic nocturnal hormone activities and sleep alterations in humans​
    Kalus, S.; Kneib, T. ; Steiger, A.; Holsboer, F. & Yassouridis, A.​ (2009) 
    AJP: Regulatory, Integrative and Comparative Physiology, 296(4) pp. R1216​-R1227​.​ DOI: https://doi.org/10.1152/ajpregu.90530.2008 
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Bayesian semi parametric multi-state models​
    Kneib, T.   & Hennerfeind, A.​ (2008) 
    Statistical Modelling, 8(2) pp. 169​-198​.​ DOI: https://doi.org/10.1177/1471082x0800800203 
    ​Details  DOI 
  • 2008 | Book Chapter
    ​ ​On the Identification of Trend and Correlation in Temporal and Spatial Regression​
    Fahrmeir, L.& Kneib, T. ​ (2008)
    In:​Heumann, Christian​ (Ed.), Recent Advances in Linear Models and Related Areas: Essays in Honour of Helge Toutenburg pp. 1​-27. ​Heidelberg: ​Physica-Verlag HD. DOI: https://doi.org/10.1007/978-3-7908-2064-5_1 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Saproxylic beetle assemblages related to silvicultural management intensity and stand structures in a beech forest in Southern Germany​
    Müller, J.; Bußler, H. & Kneib, T. ​ (2008) 
    Journal of Insect Conservation, 12(2) pp. 107​-124​.​ DOI: https://doi.org/10.1007/s10841-006-9065-2 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​ACTIVITY-GUIDED ANTITHROMBIN III THERAPY IN SEVERE SURGICAL SEPSIS​
    Moubarak, P.; Zilker, S.; Wolf, H.; Hofner, B.; Kneib, T. ; Küchenhoff, H. & Jauch, K.-W. et al.​ (2008) 
    Shock, 30(6) pp. 634​-641​.​ DOI: https://doi.org/10.1097/shk.0b013e31817d3e14 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Propriety of posteriors in structured additive regression models: Theory and empirical evidence​
    Fahrmeir, L. & Kneib, T. ​ (2008) 
    Journal of Statistical Planning and Inference, 139(3) pp. 843​-859​.​ DOI: https://doi.org/10.1016/j.jspi.2008.05.036 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Variable Selection and Model Choice in Geoadditive Regression Models​
    Kneib, T. ; Hothorn, T. & Tutz, G.​ (2008) 
    Biometrics, 65(2) pp. 626​-634​.​ DOI: https://doi.org/10.1111/j.1541-0420.2008.01112.x 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​Spatial smoothing techniques for the assessment of habitat suitability​
    Kneib, T. ; Müller, J. & Hothorn, T.​ (2008) 
    Environmental and Ecological Statistics, 15(3) pp. 343​-364​.​ DOI: https://doi.org/10.1007/s10651-008-0092-x 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​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​
    Strasak, A. M.; Lang, S.; Kneib, T. ; Brant, L. J.; Klenk, J.; Hilbe, W. & Oberaigner, W. et al.​ (2008) 
    Annals of Epidemiology, 19(1) pp. 15​-24​.​ DOI: https://doi.org/10.1016/j.annepidem.2008.08.009 
    ​Details  DOI 
  • 2008 | Journal Article | 
    ​ ​Conditional Variable Importance for Random Forests​
    Strobl, C.; Boulesteix, A.-L.; Kneib, T. ; Augustin, T. & Zeileis, A.​ (2008) 
    BMC Bioinformatics, 9(1) art. 307​.​ DOI: https://doi.org/10.1186/1471-2105-9-307 
    ​Details  DOI 
  • 2008 | Journal Article
    ​ ​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​
    Weidinger, S.; Baurecht, H.; Wagenpfeil, S.; Henderson, J.; Novak, N.; Sandilands, A. & Chen, H. et al.​ (2008) 
    Journal of Allergy and Clinical Immunology, 122(3) pp. 560​-568​.​ DOI: https://doi.org/10.1016/j.jaci.2008.05.050 
    ​Details  DOI  PMID  PMC 
  • 2007 | Report
    ​ ​BayesX - Bayesian inference in structured additive regression​
    Kneib, T. ; Belitz, C.; Brezger, A.& Lang, S.​ (2007)
    ​Details 
  • 2007 | Journal Article
    ​ ​Semiparametric multinomial logit models for analysing consumer choice behaviour​
    Kneib, T. ; Baumgartner, B. & Steiner, W. J.​ (2007) 
    AStA Advances in Statistical Analysis, 91(3) pp. 225​-244​.​ DOI: https://doi.org/10.1007/s10182-007-0033-2 
    ​Details  DOI 
  • 2007 | Journal Article
    ​ ​Introduction to the Special Volume on "Ecology and Ecological Modelling in R"​
    Kneib, T.   & Petzoldt, T.​ (2007) 
    Journal of Statistical Software, 22(1).​ DOI: https://doi.org/10.18637/jss.v022.i01 
    ​Details  DOI 
  • 2006 | Journal Article
    ​ ​Mixed model-based inference in geoadditive hazard regression for interval-censored survival times​
    Kneib, T. ​ (2006) 
    Computational Statistics & Data Analysis, 51(2) pp. 777​-792​.​ DOI: https://doi.org/10.1016/j.csda.2006.06.019 
    ​Details  DOI 
  • 2006 | Journal Article
    ​ ​Structured Additive Regression for Categorical Space-Time Data: A Mixed Model Approach​
    Kneib, T.   & Fahrmeir, L.​ (2006) 
    Biometrics, 62(1) pp. 109​-118​.​ DOI: https://doi.org/10.1111/j.1541-0420.2005.00392.x 
    ​Details  DOI 
  • 2006 | Journal Article
    ​ ​A Mixed Model Approach for Geoadditive Hazard Regression​
    Kneib, T.   & Fahrmeir, L.​ (2006) 
    Scandinavian Journal of Statistics, 34(1) pp. 207​-228​.​ DOI: https://doi.org/10.1111/j.1467-9469.2006.00524.x 
    ​Details  DOI 
  • 2004 | Report
    ​ ​Bayesian semiparametric regression based on mixed model methodology: A tutorial​
    Kneib, T. ; Lang, S.& Brezger, A.​ (2004)
    ​Details 
  • 2004 | Journal Article
    ​ ​Penalized structured additive regression for space-time data: a Bayesian perspective​
    Fahrmeir, L.; Kneib, T.   & Lang, S.​ (2004) 
    Statistica Sinica, 14 pp. 731​-761​.​
    ​Details 
  • 2004 | Working Paper
    ​ ​Bayesian semiparametric regression based on MCMC techniques: A tutorial​
    Kneib, T. ; Lang, S.& Brezger, A.​ (2004)
    Department of Statistics, University of Munich.
    ​Details 

Publication List

All Articles (Book & Journal) Conference objects Books Books & Book chapters Book chapters & Review Lectures & Poster Articles & Preprints Papers (Journal & Conference)

Filter

Active filter:
Peer-Reviewed:  not peer-reviewed

Type

Subtype

Date issued

Author

Organization

Language

Fulltext

Options

Citation Style

GRO View APA Chicago MLA Vancouver
https://publications.goettingen-research-online.de URI: /cris/rp/rp00084
ID: 0000000
PREF: default TOKEN:

0

Sort

Issue Date
ASC DESC
Title
ASC DESC

Embed

JavaScript
Link

Export

Activate Export Mode
Deactivate Export Mode

Select some or all items (max. 800 for CSV/Excel) from the publications list, then choose an export format below.