Edit Profile (opens in new tab) Kneib, Thomas Compute Distance To: Compute Author ID: kneib.thomas Published as: Kneib, Thomas; Kneib, T. External Links: MGP Documents Indexed: 85 Publications since 2004, including 5 Books 3 Contributions as Editor Co-Authors: 95 Co-Authors with 81 Joint Publications 1,092 Co-Co-Authors all top 5 Co-Authors 6 single-authored 21 Klein, Nadja 14 Lang, Stefan M. 13 Fahrmeir, Ludwig 6 Hofner, Benjamin 6 Hothorn, Torsten 5 Langrock, Roland 5 Sobotka, Fabian 5 Suárez, Carmen Cadarso 5 Umlauf, Nikolaus 5 Waldmann, Elisabeth 4 Sohn, Alexander 3 Groll, Andreas 3 Michelot, Théo 3 Otto-Sobotka, Fabian 3 Scheipl, Fabian 3 Spiegel, Elmar 2 Bickeböller, Heike 2 Bühlmann, Peter 2 De Sousa, Bruno 2 Duarte, Elisa 2 Greven, Sonja 2 Hambuckers, Julien 2 Kauermann, Goran 2 Marra, Giampiero 2 Marx, Brian D. 2 Mayr, Andreas 2 Radice, Rosalba 2 Rodrigues, Vítor H. 2 Säfken, Benjamin 2 Schmid, Matthias 2 Thaden, Hauke 2 Tutz, Gerhard E. 2 Wagner, Helga 2 Waltrup, Linda Schulze 2 Wiemann, Paul F. V. 1 Amos, Christopher I. 1 Barbanti, Luisa 1 Baumgartner, Bernhard 1 Burger, Patricia 1 Carlan, Manuel 1 Casanova, Luis 1 Chang-Claude, Jenny 1 Claeskens, Gerda 1 Denuit, Michel M. 1 DeRuiter, Stacy L. 1 Durban, Maria 1 Eilers, Paul H. C. 1 Entwistle, Andrew 1 Fenske, Nora 1 Filippou, Panagiota 1 Flexeder, Claudia 1 Flores, Claudio 1 Friedrichs, Stefanie 1 Glennie, Richard 1 Gómez, Guadalupe 1 Gude, Francisco 1 Hartl, Wolfgang 1 Harttgen, Kenneth 1 Heinzl, Felix 1 Hennerfeind, Andrea 1 Herwartz, Helmut 1 Hillmann, Julia 1 Horthorn, Torsten 1 Juárez Paz, León M. 1 King, Ruth 1 Koepcke, Lena 1 Konrath, Susanne 1 Kretzberg, Jutta 1 Krivobokova, Tatyana 1 Küchenhoff, Helmut 1 Lee, Dae-Jin 1 Mamouridis, Valeria 1 Manitz, Juliane 1 Marques, Isa 1 Maynou, Francesc 1 Meira-Machado, Luis F. 1 Michaelis, Patrick 1 Mirkov, Radoslava 1 Molenberghs, Geert 1 Pressler, Tania 1 Putz, Peter 1 Reulen, Holger 1 Risch, Angela 1 Rizopoulos, Dimitris 1 Rodríez-Girondo, Mar 1 Rodríguez-Álvarez, María Xosé 1 Rosenberger, Albert 1 Silbersdorff, Alexander 1 Steiner, Winfried J. 1 Taylor-Robinson, David 1 van der Wurp, Hendrik 1 van Waveren, Clara-Sophie 1 Wechselberger, Peter 1 Wichmann, Heinz-Erich 1 Yue, Yu Ryan all top 5 Serials 12 Statistics and Computing 11 Statistical Modelling 7 Biometrical Journal 6 Computational Statistics and Data Analysis 6 AStA. Advances in Statistical Analysis 4 Journal of the American Statistical Association 3 Scandinavian Journal of Statistics 3 Biometrics 3 Test 2 Journal of Statistical Planning and Inference 2 Computational Statistics 2 Electronic Journal of Statistics 2 The Annals of Applied Statistics 2 Bayesian Analysis 2 Statistik und ihre Anwendungen 1 The American Statistician 1 Jahresbericht der Deutschen Mathematiker-Vereinigung (DMV) 1 Mathematical Biosciences 1 Biometrika 1 Journal of Econometrics 1 Insurance Mathematics & Economics 1 Statistica Sinica 1 Lifetime Data Analysis 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Quantitative Finance 1 Journal of Machine Learning Research (JMLR) 1 SORT. Statistics and Operations Research Transactions 1 Oxford Statistical Science Series 1 Computational & Mathematical Methods in Medicine 1 Journal of Computational and Graphical Statistics all top 5 Fields 84 Statistics (62-XX) 20 Numerical analysis (65-XX) 5 General and overarching topics; collections (00-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Biology and other natural sciences (92-XX) 3 Geophysics (86-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 63 Publications have been cited 724 times in 453 Documents Cited by ▼ Year ▼ Penalized structured additive regression for space-time data: a Bayesian perspective. Zbl 1073.62025Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 73 2004 Regression. Models, methods and applications. Zbl 1276.62046Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian 49 2013 On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114Greven, Sonja; Kneib, Thomas 41 2010 Geoadditive expectile regression. Zbl 1241.62058Sobotka, Fabian; Kneib, Thomas 38 2012 Simultaneous confidence bands for penalized spline estimators. Zbl 1392.62094Krivobokova, Tatyana; Kneib, Thomas; Claeskens, Gerda 34 2010 Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146Fenske, Nora; Kneib, Thomas; Hothorn, Torsten 31 2011 A mixed model approach for geoadditive hazard regression. Zbl 1142.62073Kneib, Thomas; Fahrmeir, Ludwig 30 2007 Spike-and-slab priors for function selection in structured additive regression models. Zbl 1258.62082Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas 28 2012 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 25 2010 Variable selection and model choice in geoadditive regression models. Zbl 1167.62096Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard 23 2009 Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 21 2015 On confidence intervals for semiparametric expectile regression. Zbl 1322.62136Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 19 2013 Bayesian smoothing and regression for longitudinal, spatial and event history data. Zbl 1249.62003Fahrmeir, Ludwig; Kneib, Thomas 19 2011 Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115Klein, Nadja; Kneib, Thomas 18 2016 Structured additive regression for categorical space-time data: a mixed model approach. Zbl 1091.62077Kneib, Thomas; Fahrmeir, Ludwig 17 2006 Expectile and quantile regression – David and Goliath? Zbl 07258997Waltrup, Linda Schulze; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran 15 2015 Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape. Zbl 1296.62089Klein, Nadja; Denuit, Michel; Lang, Stefan; Kneib, Thomas 15 2014 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 1505.62229Klein, Nadja; Kneib, Thomas 15 2016 Multilevel structured additive regression. Zbl 1325.62179Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas 14 2014 Nonparametric inference in hidden Markov models using P-splines. Zbl 1390.62045Langrock, Roland; Kneib, Thomas; Sohn, Alexander; DeRuiter, Stacy L. 14 2015 Mixed model-based inference in geoadditive hazard regression for interval-censored survival times. Zbl 1157.62506Kneib, Thomas 14 2006 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 Bayesian generalized additive models for location, scale, and shape for zero-inflated and overdispersed count data. Zbl 1373.62103Klein, Nadja; Kneib, Thomas; Lang, Stefan 13 2015 Beyond mean regression. Zbl 07257458Kneib, Thomas 12 2013 Propriety of posteriors in structured additive regression models: Theory and empirical evidence. Zbl 1156.62029Fahrmeir, Ludwig; Kneib, Thomas 11 2009 Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm. Zbl 1332.62139Rodríguez-Álvarez, María Xosé; Lee, Dae-Jin; Kneib, Thomas; Durbán, María; Eilers, Paul 10 2015 Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior. Zbl 1453.62191Scheipl, Fabian; Kneib, Thomas 9 2009 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 7 2014 Bayesian semiparametric additive quantile regression. Zbl 07257456Waldmann, Elisabeth; Kneib, Thomas; Yue, Yu Ryan; Lang, Stefan; Flexeder, Claudia 7 2013 Bayesian regularisation in geoadditive expectile regression. Zbl 1384.62140Waldmann, Elisabeth; Sobotka, Fabian; Kneib, Thomas 7 2017 Model selection in semiparametric expectile regression. Zbl 1380.62180Spiegel, Elmar; Sobotka, Fabian; Kneib, Thomas 5 2017 Regression. Models, methods and applications. (Regression. Modelle, Methoden und Anwendungen.) Zbl 1153.62053Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 5 2007 Additive mixed models with Dirichlet process mixture and P-spline priors. Zbl 1443.62098Heinzl, Felix; Fahrmeir, Ludwig; Kneib, Thomas 5 2012 Markov-switching generalized additive models. Zbl 1505.62239Langrock, Roland; Kneib, Thomas; Glennie, Richard; Michelot, Théo 5 2017 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 Modular regression – a Lego system for building structured additive distributional regression models with tensor product interactions. Zbl 1428.62158Kneib, Thomas; Klein, Nadja; Lang, Stefan; Umlauf, Nikolaus 3 2019 Lasso-type penalization in the framework of generalized additive models for location, scale and shape. Zbl 1496.62119Groll, Andreas; Hambuckers, Julien; Kneib, Thomas; Umlauf, Nikolaus 3 2019 Correction: Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62486Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 3 2016 Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models. Zbl 1403.62204Michelot, Théo; Langrock, Roland; Kneib, Thomas; King, Ruth 3 2016 Boosting joint models for longitudinal and time-to-event data. Zbl 1379.62088Waldmann, Elisabeth; Taylor-Robinson, David; Klein, Nadja; Kneib, Thomas; Pressler, Tania; Schmid, Matthias; Mayr, Andreas 3 2017 Penalized likelihood and Bayesian function selection in regression models. Zbl 1443.62106Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig 3 2013 Structural equation models for dealing with spatial confounding. Zbl 07663944Thaden, Hauke; Kneib, Thomas 3 2018 Generalized additive models with flexible response functions. Zbl 1430.62169Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian 2 2019 Semiparametric stochastic volatility modelling using penalized splines. Zbl 1317.65038Langrock, Roland; Michelot, Théo; Sohn, Alexander; Kneib, Thomas 2 2015 Variational approximations in geoadditive latent Gaussian regression: mean and quantile regression. Zbl 1331.86030Waldmann, Elisabeth; Kneib, Thomas 2 2015 A Markov-switching generalized additive model for compound Poisson processes, with applications to operational loss models. Zbl 1406.91499Hambuckers, J.; Kneib, T.; Langrock, R.; Silbersdorff, A. 2 2018 Bayesian accelerated failure time models based on penalized mixtures of Gaussians: regularization and variable selection. Zbl 1443.62386Konrath, Susanne; Fahrmeir, Ludwig; Kneib, Thomas 2 2015 Bayesian bivariate quantile regression. Zbl 07258992Waldmann, Elisabeth; Kneib, Thomas 2 2015 Spatio-temporal expectile regression models. Zbl 07259254Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian 2 2020 Pathway-based kernel boosting for the analysis of genome-wide association studies. Zbl 1382.92127Friedrichs, Stefanie; Manitz, Juliane; Burger, Patricia; Amos, Christopher I.; Risch, Angela; Chang-Claude, Jenny; Wichmann, Heinz-Erich; Kneib, Thomas; Bickeböller, Heike; Hofner, Benjamin 2 2017 Semiparametric multinomial logit models for analysing consumer choice behaviour. Zbl 1331.62477Kneib, Thomas; Baumgartner, Bernhard; Steiner, Winfried J. 2 2007 A trivariate additive regression model with arbitrary link functions and varying correlation matrix. Zbl 1421.62060Filippou, Panagiota; Kneib, Thomas; Marra, Giampiero; Radice, Rosalba 1 2019 Boosting multi-state models. Zbl 1356.65030Reulen, Holger; Kneib, Thomas 1 2016 Regression. Models, methods and applications. 2nd ed. (Regression. Modelle, Methoden und Anwendungen.) Zbl 1258.62076Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 1 2009 Bayesian semi parametric multi-state models. Zbl 07257867Kneib, Thomas; Hennerfeind, Andrea 1 2008 Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data. Zbl 07256826Cadarso-Suárez, Carmen; Meira-Machado, Luís; Kneib, Thomas; Gude, Francisco 1 2010 Building Cox-type structured hazard regression models with time-varying effects. Zbl 07256835Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut 1 2011 Conditional covariance penalties for mixed models. Zbl 1476.62152Säfken, Benjamin; Kneib, Thomas 1 2020 A primer on Bayesian distributional regression. Zbl 07289507Umlauf, Nikolaus; Kneib, Thomas 1 2018 Bivariate cumulative probit model for the comparison of neuronal encoding hypotheses. Zbl 1279.62215Hillmann, Julia; Kneib, Thomas; Koepcke, Lena; Juárez Paz, León M.; Kretzberg, Jutta 1 2014 Regression. Models, methods and applications. 2nd revised and updated edition. Zbl 1487.62002Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian D. 1 2021 Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga 1 2021 Regression. Models, methods and applications. 2nd revised and updated edition. Zbl 1487.62002Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian D. 1 2021 Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga 1 2021 Spatio-temporal expectile regression models. Zbl 07259254Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian 2 2020 Conditional covariance penalties for mixed models. Zbl 1476.62152Säfken, Benjamin; Kneib, Thomas 1 2020 Modular regression – a Lego system for building structured additive distributional regression models with tensor product interactions. Zbl 1428.62158Kneib, Thomas; Klein, Nadja; Lang, Stefan; Umlauf, Nikolaus 3 2019 Lasso-type penalization in the framework of generalized additive models for location, scale and shape. Zbl 1496.62119Groll, Andreas; Hambuckers, Julien; Kneib, Thomas; Umlauf, Nikolaus 3 2019 Generalized additive models with flexible response functions. Zbl 1430.62169Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian 2 2019 A trivariate additive regression model with arbitrary link functions and varying correlation matrix. Zbl 1421.62060Filippou, Panagiota; Kneib, Thomas; Marra, Giampiero; Radice, Rosalba 1 2019 Structural equation models for dealing with spatial confounding. Zbl 07663944Thaden, Hauke; Kneib, Thomas 3 2018 A Markov-switching generalized additive model for compound Poisson processes, with applications to operational loss models. Zbl 1406.91499Hambuckers, J.; Kneib, T.; Langrock, R.; Silbersdorff, A. 2 2018 A primer on Bayesian distributional regression. Zbl 07289507Umlauf, Nikolaus; Kneib, Thomas 1 2018 Bayesian regularisation in geoadditive expectile regression. Zbl 1384.62140Waldmann, Elisabeth; Sobotka, Fabian; Kneib, Thomas 7 2017 Model selection in semiparametric expectile regression. Zbl 1380.62180Spiegel, Elmar; Sobotka, Fabian; Kneib, Thomas 5 2017 Markov-switching generalized additive models. Zbl 1505.62239Langrock, Roland; Kneib, Thomas; Glennie, Richard; Michelot, Théo 5 2017 Boosting joint models for longitudinal and time-to-event data. Zbl 1379.62088Waldmann, Elisabeth; Taylor-Robinson, David; Klein, Nadja; Kneib, Thomas; Pressler, Tania; Schmid, Matthias; Mayr, Andreas 3 2017 Pathway-based kernel boosting for the analysis of genome-wide association studies. Zbl 1382.92127Friedrichs, Stefanie; Manitz, Juliane; Burger, Patricia; Amos, Christopher I.; Risch, Angela; Chang-Claude, Jenny; Wichmann, Heinz-Erich; Kneib, Thomas; Bickeböller, Heike; Hofner, Benjamin 2 2017 Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115Klein, Nadja; Kneib, Thomas 18 2016 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 1505.62229Klein, Nadja; Kneib, Thomas 15 2016 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 Correction: Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62486Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 3 2016 Maximum penalized likelihood estimation in semiparametric mark-recapture-recovery models. Zbl 1403.62204Michelot, Théo; Langrock, Roland; Kneib, Thomas; King, Ruth 3 2016 Boosting multi-state models. Zbl 1356.65030Reulen, Holger; Kneib, Thomas 1 2016 Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 21 2015 Expectile and quantile regression – David and Goliath? Zbl 07258997Waltrup, Linda Schulze; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran 15 2015 Nonparametric inference in hidden Markov models using P-splines. Zbl 1390.62045Langrock, Roland; Kneib, Thomas; Sohn, Alexander; DeRuiter, Stacy L. 14 2015 Bayesian generalized additive models for location, scale, and shape for zero-inflated and overdispersed count data. Zbl 1373.62103Klein, Nadja; Kneib, Thomas; Lang, Stefan 13 2015 Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm. Zbl 1332.62139Rodríguez-Álvarez, María Xosé; Lee, Dae-Jin; Kneib, Thomas; Durbán, María; Eilers, Paul 10 2015 Semiparametric stochastic volatility modelling using penalized splines. Zbl 1317.65038Langrock, Roland; Michelot, Théo; Sohn, Alexander; Kneib, Thomas 2 2015 Variational approximations in geoadditive latent Gaussian regression: mean and quantile regression. Zbl 1331.86030Waldmann, Elisabeth; Kneib, Thomas 2 2015 Bayesian accelerated failure time models based on penalized mixtures of Gaussians: regularization and variable selection. Zbl 1443.62386Konrath, Susanne; Fahrmeir, Ludwig; Kneib, Thomas 2 2015 Bayesian bivariate quantile regression. Zbl 07258992Waldmann, Elisabeth; Kneib, Thomas 2 2015 Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape. Zbl 1296.62089Klein, Nadja; Denuit, Michel; Lang, Stefan; Kneib, Thomas 15 2014 Multilevel structured additive regression. Zbl 1325.62179Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas 14 2014 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 7 2014 Bivariate cumulative probit model for the comparison of neuronal encoding hypotheses. Zbl 1279.62215Hillmann, Julia; Kneib, Thomas; Koepcke, Lena; Juárez Paz, León M.; Kretzberg, Jutta 1 2014 Regression. Models, methods and applications. Zbl 1276.62046Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian 49 2013 On confidence intervals for semiparametric expectile regression. Zbl 1322.62136Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 19 2013 Beyond mean regression. Zbl 07257458Kneib, Thomas 12 2013 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 Bayesian semiparametric additive quantile regression. Zbl 07257456Waldmann, Elisabeth; Kneib, Thomas; Yue, Yu Ryan; Lang, Stefan; Flexeder, Claudia 7 2013 Penalized likelihood and Bayesian function selection in regression models. Zbl 1443.62106Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig 3 2013 Geoadditive expectile regression. Zbl 1241.62058Sobotka, Fabian; Kneib, Thomas 38 2012 Spike-and-slab priors for function selection in structured additive regression models. Zbl 1258.62082Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas 28 2012 Additive mixed models with Dirichlet process mixture and P-spline priors. Zbl 1443.62098Heinzl, Felix; Fahrmeir, Ludwig; Kneib, Thomas 5 2012 Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146Fenske, Nora; Kneib, Thomas; Hothorn, Torsten 31 2011 Bayesian smoothing and regression for longitudinal, spatial and event history data. Zbl 1249.62003Fahrmeir, Ludwig; Kneib, Thomas 19 2011 Building Cox-type structured hazard regression models with time-varying effects. Zbl 07256835Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut 1 2011 On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114Greven, Sonja; Kneib, Thomas 41 2010 Simultaneous confidence bands for penalized spline estimators. Zbl 1392.62094Krivobokova, Tatyana; Kneib, Thomas; Claeskens, Gerda 34 2010 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 25 2010 Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data. Zbl 07256826Cadarso-Suárez, Carmen; Meira-Machado, Luís; Kneib, Thomas; Gude, Francisco 1 2010 Variable selection and model choice in geoadditive regression models. Zbl 1167.62096Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard 23 2009 Propriety of posteriors in structured additive regression models: Theory and empirical evidence. Zbl 1156.62029Fahrmeir, Ludwig; Kneib, Thomas 11 2009 Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior. Zbl 1453.62191Scheipl, Fabian; Kneib, Thomas 9 2009 Regression. Models, methods and applications. 2nd ed. (Regression. Modelle, Methoden und Anwendungen.) Zbl 1258.62076Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 1 2009 Bayesian semi parametric multi-state models. Zbl 07257867Kneib, Thomas; Hennerfeind, Andrea 1 2008 A mixed model approach for geoadditive hazard regression. Zbl 1142.62073Kneib, Thomas; Fahrmeir, Ludwig 30 2007 Regression. Models, methods and applications. (Regression. Modelle, Methoden und Anwendungen.) Zbl 1153.62053Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 5 2007 Semiparametric multinomial logit models for analysing consumer choice behaviour. Zbl 1331.62477Kneib, Thomas; Baumgartner, Bernhard; Steiner, Winfried J. 2 2007 Structured additive regression for categorical space-time data: a mixed model approach. Zbl 1091.62077Kneib, Thomas; Fahrmeir, Ludwig 17 2006 Mixed model-based inference in geoadditive hazard regression for interval-censored survival times. Zbl 1157.62506Kneib, Thomas 14 2006 Penalized structured additive regression for space-time data: a Bayesian perspective. Zbl 1073.62025Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 73 2004 all cited Publications top 5 cited Publications all top 5 Cited by 847 Authors 55 Kneib, Thomas 16 Klein, Nadja 16 Lang, Stefan M. 13 Langrock, Roland 13 Tutz, Gerhard E. 11 Greven, Sonja 10 Fahrmeir, Ludwig 10 Hothorn, Torsten 10 Rue, Håvard 9 Scheipl, Fabian 8 Hofner, Benjamin 8 Kauermann, Goran 8 Umlauf, Nikolaus 7 Marra, Giampiero 7 Wood, Simon N. 6 Hanson, Timothy E. 6 Lian, Heng 6 Waldmann, Elisabeth 6 Zhang, Yi 5 Baladandayuthapani, Veerabhadran 5 Crăiniceanu, Ciprian-Mugur 5 Denuit, Michel M. 5 Durban, Maria 5 Groll, Andreas 5 Radice, Rosalba 5 Zhao, Jun 4 Antonio, Katrien 4 Bouzebda, Salim 4 Czado, Claudia 4 Gertheiss, Jan 4 Heinzl, Felix 4 King, Ruth 4 Laksaci, Ali 4 Mayr, Andreas 4 Schmid, Matthias 4 Simpson, Daniel Peter 4 Sobotka, Fabian 4 Sohn, Alexander 4 Sperlich, Stefan 4 Steiner, Winfried J. 4 Stupfler, Gilles 4 Yue, Yu Ryan 4 Zeileis, Achim 4 Zhang, Xinyu 4 Zhao, Kaifeng 3 Adam, Timo 3 Bühlmann, Peter 3 Choi, Taeryon 3 Girard, Stéphane 3 Hambuckers, Julien 3 Held, Leonhard 3 Krivobokova, Tatyana 3 Küchenhoff, Helmut 3 Lindgren, Finn 3 Maruotti, Antonello 3 Michelot, Théo 3 Müller, Samuel 3 Ni, Yang 3 Pohle, Jennifer 3 Smith, Michael Stanley 3 Stingo, Francesco Claudio 3 Suárez, Carmen Cadarso 3 Sun, Jianguo 3 Usseglio-Carleve, Antoine 3 Ventrucci, Massimo 3 Verbelen, Roel 3 Wagner, Helga 3 Waltrup, Linda Schulze 3 Yang, Lijian 3 Yu, Dalei 2 Almanjahie, Ibrahim Mufrah 2 Alston, Clair L. 2 Barbi, Elisabetta 2 Barry, Amadou Diogo 2 Basile, Roberto 2 Biswas, Jayabrata 2 Boulesteix, Anne-Laure Isabeau 2 Braun, Julia 2 Brockhaus, Sarah 2 Brown-Schmidt, Sarah 2 Chernozhukov, Victor 2 Cho, Sun-Joo 2 Daouia, Abdelaati 2 Das, Kiranmoy 2 De Bastiani, Fernanda 2 De Brabanter, Kris 2 Eilers, Paul H. C. 2 Farooq, Muhammad Umar 2 Fasiolo, Matteo 2 Ghosal, Subhashis 2 Gu, Lijie 2 Gude, Francisco 2 Härdle, Wolfgang Karl 2 Henckaerts, Roel 2 Hennerfeind, Andrea 2 Hepp, Tobias 2 Herwartz, Helmut 2 Hu, Yuao 2 Jo, Seongil 2 Kazemi, Iraj ...and 747 more Authors all top 5 Cited in 83 Serials 43 Computational Statistics and Data Analysis 39 Statistical Modelling 37 Statistics and Computing 17 Journal of the American Statistical Association 17 Journal of Applied Statistics 16 Computational Statistics 15 AStA. Advances in Statistical Analysis 14 Biometrics 14 The Annals of Applied Statistics 12 Electronic Journal of Statistics 11 Communications in Statistics. Theory and Methods 10 Biometrical Journal 10 Journal of Multivariate Analysis 10 Journal of Computational and Graphical Statistics 9 Journal of Agricultural, Biological, and Environmental Statistics 8 Scandinavian Journal of Statistics 8 Communications in Statistics. Simulation and Computation 8 Test 7 European Journal of Operational Research 7 Journal of Statistical Computation and Simulation 7 Statistical Methods and Applications 7 Bayesian Analysis 6 Journal of Econometrics 5 Journal of Statistical Planning and Inference 5 Insurance Mathematics & Economics 5 Statistics & Probability Letters 5 Lifetime Data Analysis 4 Psychometrika 4 Statistical Science 4 Bernoulli 4 Journal of Nonparametric Statistics 4 North American Actuarial Journal 4 Computational & Mathematical Methods in Medicine 3 The Annals of Statistics 3 Machine Learning 3 Statistical Papers 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 ASTIN Bulletin 3 Journal of the Korean Statistical Society 3 Advances in Data Analysis and Classification. ADAC 3 Japanese Journal of Statistics and Data Science 2 Annals of the Institute of Statistical Mathematics 2 Econometric Reviews 2 Pattern Recognition 2 Scandinavian Actuarial Journal 2 Quantitative Finance 2 Journal of Machine Learning Research (JMLR) 2 Statistical Theory and Related Fields 1 The American Statistician 1 Mathematical Biosciences 1 Physica A 1 Fuzzy Sets and Systems 1 Journal of Computational and Applied Mathematics 1 Metron 1 International Journal of Approximate Reasoning 1 Journal of Economic Dynamics & Control 1 Games and Economic Behavior 1 Theory of Probability and Mathematical Statistics 1 Applied and Computational Harmonic Analysis 1 Revista Matemática Complutense 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Extremes 1 Methodology and Computing in Applied Probability 1 Brazilian Journal of Probability and Statistics 1 Journal of Systems Science and Complexity 1 OR Spectrum 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methodology 1 Frontiers of Mathematics in China 1 Journal of Statistical Theory and Practice 1 Blätter der DGVFM (Deutsche Gesellschaft für Versicherungs- und Finanzmathematik) 1 Foundations and Trends in Econometrics 1 Mathematical Geosciences 1 Statistics Surveys 1 Science China. Mathematics 1 Journal of Probability and Statistics 1 Sankhyā. Series B 1 European Actuarial Journal 1 Chilean Journal of Statistics 1 Statistics & Risk Modeling 1 Dependence Modeling 1 Pacific Journal of Mathematics for Industry all top 5 Cited in 17 Fields 432 Statistics (62-XX) 50 Numerical analysis (65-XX) 38 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 22 Biology and other natural sciences (92-XX) 20 Probability theory and stochastic processes (60-XX) 18 Computer science (68-XX) 8 Geophysics (86-XX) 8 Operations research, mathematical programming (90-XX) 2 Functional analysis (46-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral transforms, operational calculus (44-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Information and communication theory, circuits (94-XX) 1 Mathematics education (97-XX) Citations by Year