| Publication | Date of Publication | Type |
|---|
| Efficient detection and classification of epigenomic changes under multiple conditions | 2023-10-30 | Paper |
| Estimating Cell Type Composition Using Isoform Expression One Gene at a Time | 2023-10-30 | Paper |
| LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures | 2023-07-03 | Paper |
| Rejoinder: LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures | 2023-07-03 | Paper |
| Bayesian design of clinical trials using joint cure rate models for longitudinal and time-to-event data | 2023-06-20 | Paper |
| Mixture survival trees for cancer risk classification | 2022-08-11 | Paper |
| Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery | 2021-10-14 | Paper |
| Joint analysis of single‐cell and bulk tissue sequencing data to infer intratumor heterogeneity | 2021-07-09 | Paper |
| Joint modelling of longitudinal and survival data in the presence of competing risks with applications to prostate cancer data | 2021-05-10 | Paper |
| Bayesian flexible hierarchical skew heavy-tailed multivariate meta regression models for individual patient data with applications | 2021-05-03 | Paper |
| Bayesian network meta‐regression hierarchical models using heavy‐tailed multivariate random effects with covariate‐dependent variances | 2021-04-12 | Paper |
| Global identifiability of latent class models with applications to diagnostic test accuracy studies: A Gröbner basis approach | 2020-10-26 | Paper |
| Bayesian design of biosimilars clinical programs involving multiple therapeutic indications | 2020-10-26 | Paper |
| Semiparametric frailty models for zero‐inflated event count data in the presence of informative dropout | 2020-09-16 | Paper |
| Improved detection of epigenomic marks with mixed‐effects hidden Markov models | 2020-09-16 | Paper |
| ICeD-T Provides Accurate Estimates of Immune Cell Abundance in Tumor Samples by Allowing for Aberrant Gene Expression Patterns | 2020-09-15 | Paper |
| Modeling Between-Study Heterogeneity for Improved Replicability in Gene Signature Selection and Clinical Prediction | 2020-09-15 | Paper |
| Estimation and inference for case-control studies with multiple non-gold standard exposure assessments: with an occupational health application | 2020-08-04 | Paper |
| Mapping Tumor-Specific Expression QTLs in Impure Tumor Samples | 2020-08-03 | Paper |
| Semiparametric regression analysis for composite endpoints subject to componentwise censoring | 2019-06-24 | Paper |
| Regression Models on Riemannian Symmetric Spaces | 2019-06-07 | Paper |
| Hard thresholding regression | 2019-03-21 | Paper |
| FLCRM: Functional linear cox regression model | 2019-03-13 | Paper |
| MILFM: Multiple index latent factor model based on high-dimensional features | 2019-03-13 | Paper |
| The effects of nonignorable missing data on label-free mass spectrometry proteomics experiments | 2019-02-25 | Paper |
| Functional Linear Regression Model for Nonignorable Missing Scalar Responses | 2018-11-22 | Paper |
| TPRM: tensor partition regression models with applications in imaging biomarker detection | 2018-11-15 | Paper |
| LCN: a random graph mixture model for community detection in functional brain networks | 2018-05-14 | Paper |
| Bayesian case-deletion model complexity and information criterion | 2018-05-14 | Paper |
| Bayesian sensitivity analysis of a nonlinear dynamic factor analysis model with nonparametric prior and possible nonignorable missingness | 2018-02-08 | Paper |
| SPReM: Sparse Projection Regression Model For High-Dimensional Linear Regression | 2017-10-13 | Paper |
| Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers | 2017-08-07 | Paper |
| A statistical model to assess (allele-specific) associations between gene expression and epigenetic features using sequencing data | 2017-02-24 | Paper |
| A Bayesian justification of Cox's partial likelihood | 2016-06-27 | Paper |
| Posterior propriety and computation for the Cox regression model with applications to missing covariates | 2016-06-27 | Paper |
| BFLCRM: a Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer's disease | 2016-03-29 | Paper |
| Rejoinder | 2016-03-15 | Paper |
| The relationship between the power prior and hierarchical models | 2016-03-02 | Paper |
| Homology cluster differential expression analysis for interspecies mRNA-seq experiments | 2016-02-16 | Paper |
| Bayesian variable selection and computation for generalized linear models with conjugate priors | 2016-02-16 | Paper |
| Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome | 2016-01-21 | Paper |
| Diagnostic measures for the Cox regression model with missing covariates | 2016-01-08 | Paper |
| The Bayesian covariance lasso | 2015-12-17 | Paper |
| A note on the relationships between multiple imputation, maximum likelihood and fully Bayesian methods for missing responses in linear regression models | 2015-12-17 | Paper |
| Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching | 2015-10-16 | Paper |
| Quantifying the average of the time-varying hazard ratio via a class of transformations | 2015-10-16 | Paper |
| Bayesian local influence for survival models | 2015-10-15 | Paper |
| Rejoinder: Bayesian local influence for survival models | 2015-10-15 | Paper |
| Intrinsic Regression Models for Positive-Definite Matrices With Applications to Diffusion Tensor Imaging | 2015-06-10 | Paper |
| Bayesian Inference for Multivariate Meta-Regression With a Partially Observed Within-Study Sample Covariance Matrix | 2015-04-03 | Paper |
| Bayesian Transformation Models for Multivariate Survival Data | 2014-05-02 | Paper |
| Model Selection Criteria for Missing-Data Problems Using the EM Algorithm | 2014-05-02 | Paper |
| Properties and Implementation of Jeffreys’s Prior in Binomial Regression Models | 2014-05-02 | Paper |
| Bayesian sensitivity analysis of statistical models with missing data | 2014-04-29 | Paper |
| Estimating time-varying effects for overdispersed recurrent events data with treatment switching | 2014-04-22 | Paper |
| Bayesian Spatial Transformation Models with Applications in Neuroimaging Data | 2014-04-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5326858 | 2013-07-31 | Paper |
| A temporal hidden Markov regression model for the analysis of gene regulatory networks | 2013-07-04 | Paper |
| Intrinsic Regression Models for Medial Representation of Subcortical Structures | 2013-04-22 | Paper |
| Bayesian Influence Measures for Joint Models for Longitudinal and Survival Data | 2012-11-19 | Paper |
| Bayesian Lasso for Semiparametric Structural Equation Models | 2012-09-14 | Paper |
| Perturbation and scaled Cook's distance | 2012-08-29 | Paper |
| Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study | 2012-03-29 | Paper |
| Multiscale Adaptive Regression Models for Neuroimaging Data | 2011-11-21 | Paper |
| A Bivariate Pseudolikelihood for Incomplete Longitudinal Binary Data with Nonignorable Nonmonotone Missingness | 2011-11-21 | Paper |
| Two-stage empirical likelihood for longitudinal neuroimaging data | 2011-10-21 | Paper |
| Fixed and Random Effects Selection in Mixed Effects Models | 2011-07-19 | Paper |
| Bayesian influence analysis: a geometric approach | 2011-06-28 | Paper |
| A generalized linear mixed model for longitudinal binary data with a marginal logit link function | 2011-06-10 | Paper |
| Bias in Estimating Association Parameters for Longitudinal Binary Responses with Drop‐Outs | 2011-03-01 | Paper |
| Maximum Likelihood Methods for Cure Rate Models with Missing Covariates | 2011-03-01 | Paper |
| Bayesian Semiparametric Models for Survival Data with a Cure Fraction | 2011-03-01 | Paper |
| Frailty Models with Missing Covariates | 2011-03-01 | Paper |
| Parameter Estimation in Longitudinal Studies with Outcome-Dependent Follow-Up | 2011-03-01 | Paper |
| Bayesian Methods for a Three-State Model for Rodent Carcinogenicity Studies | 2011-03-01 | Paper |
| A Bayesian Semiparametric Joint Hierarchical Model for Longitudinal and Survival Data | 2011-03-01 | Paper |
| Identification of Differentially Expressed Genes in High-Density Oligonucleotide Arrays Accounting for the Quantification Limits of the Technology | 2011-03-01 | Paper |
| Bayesian Approaches to Joint Cure-Rate and Longitudinal Models with Applications to Cancer Vaccine Trials | 2011-03-01 | Paper |
| Diagnostic Measures for Generalized Linear Models with Missing Covariates | 2011-02-22 | Paper |
| Missing data methods in longitudinal studies: a review | 2011-01-22 | Paper |
| Rejoinder to the comments on: Missing data methods in longitudinal studies: a review | 2011-01-22 | Paper |
| Variable Selection in the Cox Regression Model with Covariates Missing at Random | 2010-05-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3405560 | 2010-02-10 | Paper |
| A Bayesian Hidden Markov Model for Motif Discovery Through Joint Modeling of Genomic Sequence and ChIP‐Chip Data | 2010-01-21 | Paper |
| Local Influence for Generalized Linear Models with Missing Covariates | 2010-01-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3643291 | 2009-11-11 | Paper |
| Maximum likelihood inference for the Cox regression model with applications to missing covariates | 2009-09-28 | Paper |
| Bayesian variable selection for the Cox regression model with missing covariates | 2009-09-14 | Paper |
| Gamma frailty transformation models for multivariate survival times | 2009-06-17 | Paper |
| Structured Measurement Error in Nutritional Epidemiology | 2009-06-12 | Paper |
| Variable Selection in Regression Mixture Modeling for the Discovery of Gene Regulatory Networks | 2009-06-12 | Paper |
| Statistical Analysis of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data | 2009-06-12 | Paper |
| Sieve Maximum Likelihood Estimation for Regression Models With Covariates Missing at Random | 2009-06-12 | Paper |
| Current Methods for Recurrent Events Data With Dependent Termination | 2009-06-12 | Paper |
| Diagnostic measures for empirical likelihood of general estimating equations | 2009-06-10 | Paper |
| Bayesian Case Influence Diagnostics for Survival Models | 2009-04-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5506411 | 2009-01-28 | Paper |
| Theory and inference for regression models with missing responses and covariates | 2008-06-11 | Paper |
| Bayesian Hierarchical Modeling for Time Course Microarray Experiments | 2008-04-29 | Paper |
| Bayesian criterion based model assessment for categorical data | 2008-04-08 | Paper |
| Proximity Model for Expression Quantitative Trait Loci (eQTL) Detection | 2008-03-19 | Paper |
| A new class of mixture models for differential gene expression in DNA microarray data | 2008-03-11 | Paper |
| Perturbation selection and influence measures in local influence analysis | 2008-02-26 | Paper |
| A Note on Permutation Tests for Variance Components in Multilevel Generalized Linear Mixed Models | 2008-01-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5434032 | 2008-01-09 | Paper |
| Propriety of the Posterior Distribution and Existence of the MLE for Regression Models With Covariates Missing at Random | 2007-08-20 | Paper |
| Missing-Data Methods for Generalized Linear Models | 2007-08-20 | Paper |
| Inference for a Class of Transformed Hazards Models | 2007-08-20 | Paper |
| Bayesian Model Averaging With Applications to Benchmark Dose Estimation for Arsenic in Drinking Water | 2007-08-20 | Paper |
| Semiparametric Transformation Models for Survival Data With a Cure Fraction | 2007-08-20 | Paper |
| Using Auxiliary Data for Parameter Estimation with Non-Ignorably Missing Outcomes | 2007-05-30 | Paper |
| Incomplete Covariates in the Cox Model with Applications to Biological Marker Data | 2007-05-30 | Paper |
| Bayesian Cure Rate Models for Malignant Melanoma: A Case-Study of Eastern Cooperative Oncology Group Trial E1690 | 2007-05-07 | Paper |
| Generalized Linear Models with a Coarsened Covariate | 2007-05-07 | Paper |
| Non-Ignorable Missing Covariate Data in Survival Analysis: A Case-Study of an International Breast Cancer Study Group Trial | 2007-05-07 | Paper |
| Maximum Likelihood Methods for Nonignorable Missing Responses and Covariates in Random Effects Models | 2007-04-27 | Paper |
| Estimation in regression models for longitudinal binary data with outcome-dependent follow-up | 2007-04-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3431911 | 2007-04-13 | Paper |
| Protective estimator for linear regression with nonignorably missing Gaussian outcomes | 2007-03-20 | Paper |
| Joint Models for Multivariate Longitudinal and Multivariate Survival Data | 2006-10-12 | Paper |
| Cure rate models: A unified approach | 2006-09-11 | Paper |
| Semiparametric Models for Missing Covariate and Response Data in Regression Models | 2006-06-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3378790 | 2006-04-04 | Paper |
| A Semiparametric Mixture Model for Analyzing Clustered Competing Risks Data | 2006-01-12 | Paper |
| Bayesian Analysis for Generalized Linear Models with Nonignorably Missing Covariates | 2006-01-12 | Paper |
| A General Class of Bayesian Survival Models with Zero and Nonzero Cure Fractions | 2006-01-03 | Paper |
| Bayesian Error‐in‐Variable Survival Model for the Analysis of GeneChip Arrays | 2006-01-03 | Paper |
| Wavelet Thresholding with Bayesian False Discovery Rate Control | 2006-01-03 | Paper |
| A Flexible B‐Spline Model for Multiple Longitudinal Biomarkers and Survival | 2006-01-03 | Paper |
| A Class of Bayesian Shared Gamma Frailty Models with Multivariate Failure Time Data | 2006-01-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5701068 | 2005-11-02 | Paper |
| Maximum likelihood estimation in random effects cure rate models with nonignorable missing covariates | 2005-11-02 | Paper |
| Testing for bias in weighted estimating equations | 2005-11-02 | Paper |
| Bayesian Predictive Inference for Time Series Count Data | 2005-04-22 | Paper |
| GEE with Gaussian Estimation of the Correlations When Data Are Incomplete | 2005-04-20 | Paper |
| Likelihood Methods for Incomplete Longitudinal Binary Responses with Incomplete Categorical Covariates | 2005-04-13 | Paper |
| Monte Carlo EM for Missing Covariates in Parametric Regression Models | 2005-04-13 | Paper |
| Models for Survival Data from Cancer Prevention Studies | 2005-04-11 | Paper |
| A Bayesian Framework for Intent-to-Treat Analysis with Missing Data | 2005-04-11 | Paper |
| A Semiparametric Bayesian Approach to the Random Effects Model | 2005-04-11 | Paper |
| Estimating Equations with Incomplete Categorical Covariates in the Cox Model | 2005-04-11 | Paper |
| A new joint model for longitudinal and survival data with a cure fraction | 2004-10-01 | Paper |
| Bayesian Models for Gene Expression With DNA Microarray Data | 2004-06-10 | Paper |
| On Optimality Properties of the Power Prior | 2004-06-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4427549 | 2003-09-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4427555 | 2003-09-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4427564 | 2003-09-22 | Paper |
| Likelihood-Based Methods for Missing Covariates in the Cox Proportional Hazards Model | 2003-07-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4709782 | 2003-06-23 | Paper |
| Bayesian methods for missing covariates in cure rate models | 2003-06-18 | Paper |
| Prior elicitation for model selection and estimation in generalized linear mixed models | 2003-04-09 | Paper |
| Bayesian inference for multivariate survival data with a cure fraction | 2003-02-02 | Paper |
| A Simple Method for Estimating a Regression Model for κ Between a Pair of Raters | 2003-01-01 | Paper |
| Bayesian methods for generalized linear models with covariates missing at random | 2002-12-03 | Paper |
| A New Bayesian Model for Survival Data with a Surviving Fraction | 2002-07-30 | Paper |
| A Weighted Estimating Equation for Missing Covariate Data with Properties Similar to Maximum Likelihood | 2002-07-30 | Paper |
| Missing responses in generalised linear mixed models when the missing data mechanism is nonignorable | 2002-05-14 | Paper |
| Power prior distributions for generalized linear models | 2001-10-04 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2736872 | 2001-09-11 | Paper |
| Bayesian survival analysis | 2001-08-20 | Paper |
| Estimation with correlated censored survival data with missing covariates | 2001-07-31 | Paper |
| Using the EM-algorithm for survival data with incomplete categorical covariates | 2001-07-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4217241 | 2001-02-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4507926 | 2001-01-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2739219 | 2001-01-01 | Paper |
| Using a Box–Cox Transformation in the Analysis of Longitudinal Data with Incomplete Responses | 2000-09-26 | Paper |
| Bayesian variable selection for proportional hazards models | 2000-09-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4950953 | 2000-04-27 | Paper |
| Monte Carlo methods in Bayesian computation | 2000-03-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4217251 | 1999-07-07 | Paper |
| Use of Historical Controls in Time-Adjusted Trend Tests for Carcinogenicity | 1999-04-26 | Paper |
| Missing Covariates in Generalized Linear Models When the Missing Data Mechanism is Non-ignorable | 1999-03-30 | Paper |
| Prior Elicitation, Variable Selection and Bayesian Computation for Logistic Regression Models | 1999-03-30 | Paper |
| Bayesian predictive simultaneous variable and transformation selection in the linear model. | 1999-01-12 | Paper |
| A conditional model for incomplete covariates in parametric regression models | 1998-04-29 | Paper |
| Predictive Variable Selection for the Multivariate Linear Model | 1998-01-05 | Paper |
| Parameter Estimation from Incomplete Data in Binomial Regression When the Missing Data Mechanism is Nonignorable | 1997-11-09 | Paper |
| Predictive Model Selection for Repeated Measures Random Effects Models Using Bayes Factors | 1997-09-30 | Paper |
| The large sample distribution of the weighted log rank statistic under general local alternatives | 1997-09-17 | Paper |
| Predictive specification of prior model probabilities in variable selection | 1997-06-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4322334 | 1995-03-29 | Paper |
| A Predictive Approach to the Analysis of Designed Experiments | 1994-07-05 | Paper |
| INCOMPLETE DATA IN GENERALIZED LINEAR MODELS WITH CONTINUOUS COVARIATES | 1993-06-29 | Paper |
| On Bayesian Analysis of Generalized Linear Models Using Jeffreys's Prior | 1993-04-01 | Paper |
