| Publication | Date of Publication | Type |
|---|
| Sparser Ordinal Regression Models Based on Parametric and Additive Location‐Shift Approaches | 2023-12-14 | Paper |
| Modelling uncertainty and response styles in ordinal data | 2023-12-14 | Paper |
| Hierarchical Models for the Analysis of Likert Scales in Regression and Item Response Analysis | 2023-12-13 | Paper |
| Modelling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures | 2023-11-10 | Paper |
| Selection of Effects in Cox Frailty Models by Regularization Methods | 2023-10-30 | Paper |
| Heterogeneity in general multinomial choice models | 2023-06-26 | Paper |
| Item response thresholds models: a general class of models for varying types of items | 2022-12-09 | Paper |
| Ordinal trees and random forests: score-free recursive partitioning and improved ensembles | 2022-08-30 | Paper |
| Tree-Structured Clustering in Fixed Effects Models | 2022-03-28 | Paper |
| Analysis of the importance of on-field covariates in the German Bundesliga | 2022-02-23 | Paper |
| Flexible uncertainty in mixture models for ordinal responses | 2022-02-23 | Paper |
| Transition models for count data: a flexible alternative to fixed distribution models | 2022-01-14 | Paper |
| Tree-structured scale effects in binary and ordinal regression | 2021-12-09 | Paper |
| Modelling heterogeneity: on the problem of group comparisons with logistic regression and the potential of the heterogeneous choice model | 2021-02-17 | Paper |
| Tree-based modeling of time-varying coefficients in discrete time-to-event models | 2021-01-28 | Paper |
| Subject-specific modelling of paired comparison data: A lasso-type penalty approach | 2020-12-30 | Paper |
| Generalized additive models with unknown link function including variable selection | 2020-12-03 | Paper |
| Selection and Fusion of Categorical Predictors with L0-Type Penalties | 2020-10-12 | Paper |
| Subject-specific Bradley–Terry–Luce models with implicit variable selection | 2020-10-12 | Paper |
| Regularization and model selection with categorical predictors and effect modifiers in generalized linear models | 2020-10-08 | Paper |
| Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm | 2020-10-07 | Paper |
| On the structure of ordered latent trait models | 2020-09-04 | Paper |
| Uncertainty in Latent Trait Models | 2020-05-26 | Paper |
| Comments on ``The class of CUB models: statistical foundations, inferential issues and empirical evidence | 2020-03-10 | Paper |
| Tree-structured modelling of varying coefficients | 2019-10-18 | Paper |
| Proportional Odds Models with High‐Dimensional Data Structure | 2019-07-16 | Paper |
| A uniform framework for the combination of penalties in generalized structured models | 2019-06-03 | Paper |
| Mixture models for ordinal responses to account for uncertainty of choice | 2019-06-03 | Paper |
| Detection of differential item functioning in Rasch models by boosting techniques | 2019-01-31 | Paper |
| Boosting techniques for nonlinear time series models | 2018-12-19 | Paper |
| Tree-structured modelling of categorical predictors in generalized additive regression | 2018-12-05 | Paper |
| Variable selection in general multinomial logit models | 2018-11-23 | Paper |
| Extended ordered paired comparison models with application to football data from German Bundesliga | 2018-11-12 | Paper |
| Improved methods for the imputation of missing data by nearest neighbor methods | 2018-08-21 | Paper |
| Random forest for ordinal responses: prediction and variable selection | 2018-08-15 | Paper |
| Tree-Structured Clustering in Fixed Effects Models | 2018-04-03 | Paper |
| Tree-structured modelling of varying coefficients | 2018-02-07 | Paper |
| Tree-structured modelling of categorical predictors in generalized additive regression | 2017-10-26 | Paper |
| Missing value imputation for gene expression data by tailored nearest neighbors | 2017-09-27 | Paper |
| Variable selection in discrete survival models including heterogeneity | 2017-06-06 | Paper |
| Missing value imputation for gene expression data by tailored nearest neighbors | 2017-01-01 | Paper |
| Improved nearest neighbor classifiers by weighting and selection of predictors | 2016-11-15 | Paper |
| Item-focussed trees for the identification of items in differential item functioning | 2016-09-27 | Paper |
| Comparison of Maximum Likelihood with Conditional Pairwise Likelihood Estimation of Person Parameters in the Rasch Model | 2016-08-25 | Paper |
| Additive mixed models with approximate Dirichlet process mixtures: the EM approach | 2016-07-29 | Paper |
| Modeling discrete time-to-event data | 2016-04-28 | Paper |
| Variable selection in discrete survival models including heterogeneity | 2016-03-14 | Paper |
| Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation | 2015-11-19 | Paper |
| Nonparametric estimation of the link function including variable selection | 2015-10-16 | Paper |
| A penalty approach to differential item functioning in Rasch models | 2015-06-11 | Paper |
| Rating scales as predictors -- the old question of scale level and some answers | 2015-03-30 | Paper |
| Multinomial logit models with implicit variable selection | 2015-02-23 | Paper |
| Ridge estimation for multinomial logit models with symmetric side constraints | 2015-02-18 | Paper |
| Clustering in linear-mixed models with a group fused lasso penalty | 2014-01-29 | Paper |
| Statistics with working manual. 2 volume set | 2013-08-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2905104 | 2012-08-24 | Paper |
| Regression for Categorical Data | 2011-11-09 | Paper |
| Shrinkage and variable selection by polytopes | 2011-10-28 | Paper |
| Sparse modeling of categorial explanatory variables | 2011-06-20 | Paper |
| Generalized Semiparametrically Structured Ordinal Models | 2011-03-01 | Paper |
| Feature selection guided by structural information | 2010-09-10 | Paper |
| Boosting nonlinear additive autoregressive time series | 2010-04-01 | Paper |
| Modelling Price Paths in On-Line Auctions: Smoothing Sparse and Unevenly Sampled Curves by Using Semiparametric Mixed Models | 2009-10-28 | Paper |
| Statistics. The way to data analysis. | 2009-10-26 | Paper |
| Variable Selection and Model Choice in Geoadditive Regression Models | 2009-06-30 | Paper |
| Boosting ridge regression | 2009-06-02 | Paper |
| Knot selection by boosting techniques | 2009-05-29 | Paper |
| Identification of interaction patterns and classification with applications to microarray data | 2008-12-11 | Paper |
| Response shrinkage estimators in binary regression | 2008-12-11 | Paper |
| Generalized semiparametrically structured mixed models | 2008-11-26 | Paper |
| Generalized linear random effects models with varying coefficients | 2008-11-04 | Paper |
| Workbook of statistics | 2008-10-06 | Paper |
| On association in regression: the coefficient of determination revisited | 2008-09-18 | Paper |
| Simultaneous Selection of Variables and Smoothing Parameters in Additive Models | 2008-03-06 | Paper |
| Generalized monotonic regression based on B-splines with an application to air pollution data | 2007-09-27 | Paper |
| Modelling Beyond Regression Functions: An Application of Multimodal Regression to Speed–Flow Data | 2007-09-07 | Paper |
| Generalized Additive Modeling with Implicit Variable Selection by Likelihood‐Based Boosting | 2007-07-27 | Paper |
| Genetic algorithms for the selection of smoothing parameters in additive models | 2007-05-29 | Paper |
| Statistics. The way to data analysis | 2007-03-22 | Paper |
| The Survival of Newly Founded Firms: A Case-Study into Varying-Coefficient Models | 2006-11-20 | Paper |
| Penalized Partial Least Squares Based on B-Splines Transformations | 2006-08-23 | Paper |
| Modelling of repeated ordered measurements by isotonic sequential regression | 2006-07-14 | Paper |
| Aggregating classifiers with ordinal response structure | 2005-05-06 | Paper |
| ALTERNATIVE MEASURES OF THE EXPLANATORY POWER OF GENERAL MULTIVARIATE REGRESSION MODELS | 2005-02-18 | Paper |
| Statistics. The way to data analysis. | 2004-10-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4779820 | 2002-10-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3151315 | 2002-10-10 | Paper |
| Testing Generalized Linear and Semiparametric Models Against Smooth Alternatives | 2002-03-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4524035 | 2002-03-06 | Paper |
| Multivariate statistical modelling based on generalized linear models. | 2001-06-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4516971 | 2000-11-20 | Paper |
| Local likelihood estimation in varying-coefficient models including additive bias correction | 2000-10-03 | Paper |
| Local estimators in multivariate generalized linear models with varying coefficients | 2000-03-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4257543 | 1999-08-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4256214 | 1999-07-06 | Paper |
| On model diagnostics using varying coefficient models | 1999-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4220663 | 1998-11-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4395007 | 1998-10-11 | Paper |
| Nonparametric estimation of discrete hazard functions | 1997-05-29 | Paper |
| Random effects in ordinal regression models | 1997-02-27 | Paper |
| Discrete kernels, loss functions and parametric models in discrete discrimination: A comparative study | 1996-04-08 | Paper |
| Sequential models in categorical regression | 1995-08-17 | Paper |
| Dynamic Stochastic Models for Time-Dependent Ordered Paired Comparison Systems | 1995-02-23 | Paper |
| Multivariate statistical modelling based on generalized linear models. With contributions by Wolfgang Hennevogl | 1994-07-31 | Paper |
| Choice of Smoothing Parameters for Direct Kernels in Discrimination | 1993-04-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4001851 | 1992-09-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3986872 | 1992-06-27 | Paper |
| Sequential item response models with an ordered response | 1990-01-01 | Paper |
| Log-linear parameterizations in discriminant analysis | 1990-01-01 | Paper |
| On cross-validation for discrete kernel estimates in discrimination | 1989-01-01 | Paper |
| Smoothing for Discrete Kernels in Discrimination | 1988-01-01 | Paper |
| Sufficiency of variables in discrete discriminant analysis | 1988-01-01 | Paper |
| Bradley-Terry-Luce models with an ordered response | 1986-01-01 | Paper |
| An alternative choice of smoothing for kernel-based density estimates in discrete discriminant analysis | 1986-01-01 | Paper |
| Smoothed additive estimators for non-error rates in multiple discriminant analysis | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3732768 | 1983-01-01 | Paper |
| Goodness of fit tests for probabilistic measurement models | 1980-01-01 | Paper |
