| Publication | Date of Publication | Type |
|---|
| Principal Components Analysis for Right Censored Data | 2023-11-23 | Paper |
| The Binary Expansion Randomized Ensemble Test | 2023-11-14 | Paper |
| Receiver operating characteristic curves and confidence bands for support vector machines | 2023-10-30 | Paper |
| Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring | 2023-05-26 | Paper |
| High-Dimensional Precision Medicine From Patient-Derived Xenografts | 2023-05-22 | Paper |
| Efficiency of naive estimators for accelerated failure time models under length‐biased sampling | 2022-10-06 | Paper |
| Consistency of survival tree and forest models: splitting bias and correction | 2022-07-19 | Paper |
| Interval Censored Recursive Forests | 2022-06-24 | Paper |
| Discussion of Multiscale Fisher's Independence Test for Multivariate Dependence | 2022-04-26 | Paper |
| Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion | 2022-03-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5159449 | 2021-10-27 | Paper |
| Estimating individualized treatment regimes from crossover designs | 2021-07-09 | Paper |
| General regression model for the subdistribution of a competing risk under left-truncation and right-censoring | 2021-01-21 | Paper |
| Comment: Diagnostics and kernel-based extensions for linear mixed effects models with endogenous covariates | 2021-01-12 | Paper |
| Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning | 2020-10-28 | Paper |
| Biclustering via sparse clustering | 2020-10-26 | Paper |
| Composite large margin classifiers with latent subclasses for heterogeneous biomedical data | 2020-10-14 | Paper |
| Comment on: ``Models as approximations | 2020-08-26 | Paper |
| An extended proportional hazards model for interval-censored data subject to instantaneous failures | 2020-05-04 | Paper |
| Weighted NPMLE for the Subdistribution of a Competing Risk | 2019-08-19 | Paper |
| Feature elimination in kernel machines in moderately high dimensions | 2019-03-14 | Paper |
| Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules | 2019-03-13 | Paper |
| Estimating individualized treatment rules for ordinal treatments | 2019-03-13 | Paper |
| The change-plane Cox model | 2018-12-18 | Paper |
| Double sparsity kernel learning with automatic variable selection and data extraction | 2018-09-18 | Paper |
| Rejoinder of: ``Double sparsity kernel learning with automatic variable selection and data extraction | 2018-09-18 | Paper |
| Tree based weighted learning for estimating individualized treatment rules with censored data | 2017-10-23 | Paper |
| New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes | 2017-10-13 | Paper |
| Reinforcement Learning Trees | 2017-10-13 | Paper |
| Support vector regression for right censored data | 2017-04-07 | Paper |
| Asymptotics for change-point models under varying degrees of mis-specification | 2016-02-22 | Paper |
| Penalized Q-learning for dynamic treatment regimens | 2015-10-08 | Paper |
| Adaptive Q-learning | 2015-07-30 | Paper |
| Inverse Regression Estimation for Censored Data | 2015-06-17 | Paper |
| Comment on ``Dynamic treatment regimes: technical challenges and applications | 2014-09-05 | Paper |
| Biclustering with heterogeneous variance | 2014-07-25 | Paper |
| A latent variable model for discrete multivariate psychometric waiting times | 2014-07-18 | Paper |
| The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing | 2014-04-22 | Paper |
| Correction: ``Discussion of: Brownian distance covariance | 2014-04-04 | Paper |
| Latent Supervised Learning | 2013-11-11 | Paper |
| On the local and stratified likelihood approaches in single-index hazards model | 2013-11-01 | Paper |
| Recursively Imputed Survival Trees | 2013-04-22 | Paper |
| Estimating Individualized Treatment Rules Using Outcome Weighted Learning | 2012-11-09 | Paper |
| Likelihood based inference for current status data on a grid: a boundary phenomenon and an adaptive inference procedure | 2012-09-03 | Paper |
| Q-learning with censored data | 2012-09-03 | Paper |
| An exponential bound for Cox regression | 2012-08-30 | Paper |
| Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer | 2012-06-20 | Paper |
| Comment | 2012-01-18 | Paper |
| Simultaneous critical values for \(t\)-tests in very high dimensions | 2011-09-02 | Paper |
| Simultaneous Inferences on the Contrast of Two Hazard Functions with Censored Observations | 2011-03-01 | Paper |
| What's so special about semiparametric methods? | 2010-08-13 | Paper |
| Rejoinder to the discussion of my article ``What's so special about semiparametric methods? | 2010-08-13 | Paper |
| Discussion of: Brownian distance covariance | 2010-04-21 | Paper |
| On asymptotically optimal tests under loss of identifiability in semiparametric models | 2009-08-19 | Paper |
| Nonparametric Association Analysis of Exchangeable Clustered Competing Risks Data | 2009-06-30 | Paper |
| Nonparametric Association Analysis of Bivariate Competing-Risks Data | 2009-06-12 | Paper |
| A note on semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome | 2009-03-11 | Paper |
| The penalized profile sampler | 2009-02-09 | Paper |
| Robust Covariate‐Adjusted Log‐Rank Statistics and Corresponding Sample Size Formula for Recurrent Events Data | 2008-10-15 | Paper |
| Higher order semiparametric frequentist inference with the profile sampler | 2008-08-28 | Paper |
| General frequentist properties of the posterior profile distribution | 2008-08-28 | Paper |
| Bootstrapping the Grenander estimator | 2008-05-16 | Paper |
| Introduction to empirical processes and semiparametric inference | 2008-01-03 | Paper |
| Marginal asymptotics for the ``large \(p\), small \(n\) paradigm: with applications to microarray data | 2007-10-17 | Paper |
| Inference under right censoring for transformation models with a change-point based on a covariate threshold | 2007-09-04 | Paper |
| The Profile Sampler | 2007-08-20 | Paper |
| Design and Analysis of Group Sequential Clinical Trials with Multiple Primary Endpoints | 2007-05-07 | Paper |
| Temporal process regression | 2007-03-20 | Paper |
| Adaptive penalized M-estimation with current status data | 2006-11-17 | Paper |
| Robust Semiparametric Microarray Normalization and Significance Analysis | 2006-10-12 | Paper |
| Additive Risk Models for Survival Data with High‐Dimensional Covariates | 2006-06-20 | Paper |
| Pseudo Self-Consistent Estimation of a Copula Model with Informative Censoring | 2006-05-24 | Paper |
| Penalized log-likelihood estimation for partly linear transformation models with current status data | 2006-04-28 | Paper |
| Resolving the tail instability in weighted log-rank statistics for clustered survival data | 2006-04-28 | Paper |
| Functional inference in semiparametric models using the piggyback bootstrap | 2006-03-10 | Paper |
| Sample-size formula for clustered survival data using weighted log-rank statistics | 2006-01-24 | Paper |
| A Sample Size Formula for the Supremum Log‐Rank Statistic | 2006-01-03 | Paper |
| Robust semiparametric M-estimation and the weighted bootstrap | 2005-11-14 | Paper |
| Masking Unmasked in the Proportional Hazards Model | 2005-04-22 | Paper |
| Analysis of Time-to-Event Data With Incomplete Event Adjudication | 2005-02-21 | Paper |
| Robust inference for univariate proportional hazards frailty regression models | 2004-09-15 | Paper |
| Bootstraps of sums of independent but not identically distributed stochastic processes | 2003-05-19 | Paper |
| Asymptotic theory for the Gamma frailty model with dependent censoring | 2003-04-27 | Paper |
| On global consistency of a bivariate survival estimator under univariate censoring | 2002-09-05 | Paper |
| The Versatility of Function-Indexed Weighted Log-Rank Statistics | 2002-07-30 | Paper |
| Monte Carlo error estimation for multivariate Markov chains | 2002-02-05 | Paper |
| A general class of function-indexed nonparametric tests for survival analysis | 2000-08-27 | Paper |
| Two-sample quantile tests under general conditions | 2000-08-24 | Paper |
| On consistency of the monotone MLE of survival for left truncated and interval-censored data | 1999-02-09 | Paper |
| The Analysis of Longitudinal Ordinal Response Data in Continuous Time | 1997-09-11 | Paper |
| Using surrogate failure time data to increase cost effectiveness in clinical trials | 1994-07-04 | Paper |
