Prof. Dr. Thomas Kneib

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  • 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 | 
    ​ ​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 
  • 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 
  • 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 | 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 
  • 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, 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
    ​ ​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 
  • 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 | 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 
  • 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
    ​ ​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
    ​ ​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 
  • 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 | 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 
  • 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 

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