| Publication | Date of Publication | Type |
|---|
| Mining the factor zoo: estimation of latent factor models with sufficient proxies | 2024-03-06 | Paper |
| Targeted optimal treatment regime learning using summary statistics | 2024-02-07 | Paper |
| Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks | 2024-01-16 | Paper |
| On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime | 2023-10-30 | Paper |
| A General Framework for Subgroup Detection via One-Step Value Difference Estimation | 2023-10-30 | Paper |
| Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation | 2023-05-22 | Paper |
| Deep advantage learning for optimal dynamic treatment regime | 2023-03-07 | Paper |
| Efficient Estimation for Dimension Reduction with Censored Survival Data | 2022-10-14 | Paper |
| An improved survival estimator for censored medical costs with a kernel approach | 2022-05-16 | Paper |
| Computationally Efficient Estimation for the Generalized Odds Rate Mixture Cure Model With Interval-Censored Data | 2022-03-28 | Paper |
| Testing error heterogeneity in censored linear regression | 2021-11-09 | Paper |
| Model selection with mixed variables on the Lasso path | 2021-07-14 | Paper |
| Statistical Inference for Online Decision Making via Stochastic Gradient Descent | 2021-07-06 | Paper |
| Correction | 2021-07-06 | Paper |
| MODELING AND ESTIMATION OF CONTAGION-BASED SOCIAL NETWORK DEPENDENCE WITH TIME-TO-EVENT DATA | 2021-04-27 | Paper |
| GEAR: On Optimal Decision Making with Auxiliary Data | 2021-04-21 | Paper |
| Statistical Inference for Online Decision Making: In a Contextual Bandit Setting | 2021-03-30 | Paper |
| Concordance and value information criteria for optimal treatment decision | 2021-03-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5149228 | 2021-02-08 | Paper |
| Semiparametric estimation for proportional hazards mixture cure model allowing non-curable competing risk | 2021-01-06 | Paper |
| Testing and Estimation of Social Network Dependence With Time to Event Data | 2020-10-28 | Paper |
| Three-dimensional semianalytical solutions for piezoelectric laminates subjected to underwater shocks | 2020-10-13 | Paper |
| A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects | 2020-09-15 | Paper |
| Cox regression model with time-varying coefficients in nested case-control studies | 2020-08-04 | Paper |
| Boosting method for nonlinear transformation models with censored survival data | 2020-08-04 | Paper |
| A varying‐coefficient generalized odds rate model with time‐varying exposure: An application to fitness and cardiovascular disease mortality | 2020-02-07 | Paper |
| MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL | 2019-08-01 | Paper |
| On testing conditional qualitative treatment effects | 2019-07-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4633031 | 2019-05-02 | Paper |
| A Massive Data Framework for M-Estimators with Cubic-Rate | 2019-03-20 | Paper |
| Sample size calculation for the proportional hazards model with a time-dependent covariate | 2018-11-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4558530 | 2018-11-22 | Paper |
| Partially linear single index Cox regression model in nested case-control studies | 2018-11-02 | Paper |
| Maximin Projection Learning for Optimal Treatment Decision with Heterogeneous Individualized Treatment Effects | 2018-10-30 | Paper |
| High-dimensional inference for personalized treatment decision | 2018-08-14 | Paper |
| On estimation of the optimal treatment regime with the additive hazards model | 2018-07-06 | Paper |
| High-dimensional \(A\)-learning for optimal dynamic treatment regimes | 2018-06-29 | Paper |
| Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective | 2018-06-20 | Paper |
| Concordance-Assisted Learning for Estimating Optimal Individualized Treatment Regimes | 2018-02-19 | Paper |
| Doubly robust estimation of optimal treatment regimes for survival data -- with application to an HIV/AIDS study | 2017-12-08 | Paper |
| Mixed Inert scalar triplet dark matter, radiative neutrino masses and leptogenesis | 2017-11-03 | Paper |
| Efficient Estimation for Dimension Reduction with Censored Data | 2017-10-15 | Paper |
| Groupwise Dimension Reduction via Envelope Method | 2017-10-13 | Paper |
| On Estimation of Optimal Treatment Regimes for Maximizing t-Year Survival Probability | 2017-09-29 | Paper |
| Efficient estimation for accelerated failure time model under case‐cohort and nested case‐control sampling | 2017-05-23 | Paper |
| Semiparametric single-index model for estimating optimal individualized treatment strategy | 2017-02-17 | Paper |
| Robust learning for optimal treatment decision with NP-dimensionality | 2016-10-26 | Paper |
| Sequential Advantage Selection for Optimal Treatment Regimes | 2016-05-27 | Paper |
| Joint structure selection and estimation in the time-varying coefficient Cox model | 2016-03-30 | Paper |
| Oracle estimation of parametric transformation models | 2016-03-03 | Paper |
| Semiparametric analysis of mixture regression models with competing risks data | 2016-02-25 | Paper |
| Testing goodness‐of‐fit for the proportional hazards model based on nested case–control data | 2016-01-21 | Paper |
| Identification of homogeneous and heterogeneous variables in pooled cohort studies | 2016-01-11 | Paper |
| On estimation of linear transformation models with nested case-control sampling | 2015-10-15 | Paper |
| Local Buckley-James estimation for heteroscedastic accelerated failure time model | 2015-10-08 | Paper |
| On Estimation of Partially Linear Transformation Models | 2015-06-15 | Paper |
| Censored rank independence screening for high-dimensional survival data | 2014-12-22 | Paper |
| Accelerated intensity frailty model for recurrent events data | 2014-11-04 | Paper |
| Gene-level pharmacogenetic analysis on survival outcomes using gene-trait similarity regression | 2014-08-22 | Paper |
| Sequential Advantage Selection for Optimal Treatment Regimes | 2014-05-20 | Paper |
| More efficient estimators for case-cohort studies | 2014-04-22 | Paper |
| Kernel smoothed profile likelihood estimation in the accelerated failure time frailty model for clustered survival data | 2014-04-22 | Paper |
| A Unified Approach to Semiparametric Transformation Models Under General Biased Sampling Schemes | 2013-04-26 | Paper |
| Time‐Varying Latent Effect Model for Longitudinal Data with Informative Observation Times | 2013-03-20 | Paper |
| Clustering high dimension, low sample size data using the maximal data piling distance | 2012-12-21 | Paper |
| On the robustness of the adaptive lasso to model misspecification | 2012-09-21 | Paper |
| Variance estimation in censored quantile regression via induced smoothing | 2012-07-13 | Paper |
| A semiparametric marginalized model for longitudinal data with informative dropout | 2012-03-13 | Paper |
| Sufficient Dimension Reduction for Censored Regressions | 2011-07-19 | Paper |
| Cox Regression in Nested Case-Control Studies with Auxiliary Covariates | 2010-08-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3561136 | 2010-05-25 | Paper |
| On sparse estimation for semiparametric linear transformation models | 2010-05-21 | Paper |
| Sparse estimation and inference for censored median regression | 2010-04-14 | Paper |
| Efficiency comparison between mean and log-rank tests for recurrent event time data | 2009-12-07 | Paper |
| Maximum likelihood estimation in the proportional hazards cure model | 2009-07-13 | Paper |
| Joint Modeling and Analysis of Longitudinal Data with Informative Observation Times | 2009-06-30 | Paper |
| Sufficient Dimension Reduction With Missing Predictors | 2009-06-12 | Paper |
| Semiparametric transformation models for the case-cohort study | 2009-01-15 | Paper |
| Joint Modeling and Analysis of Longitudinal Data with Informative Observation Times | 2008-08-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3498636 | 2008-05-16 | Paper |
| Adaptive Lasso for Cox's proportional hazards model | 2008-03-20 | Paper |
| Tests of independence for censored bivariate failure time data | 2007-10-12 | Paper |
| Interval Mapping of Quantitative Trait Loci for Time‐to‐Event Data with the Proportional Hazards Mixture Cure Model | 2007-07-27 | Paper |
| Mixture cure model with an application to interval mapping of quantitative trait loci | 2007-04-26 | Paper |
| Marginal regression of multivariate event times based on linear transformation models | 2006-10-25 | Paper |
| Empirical likelihood inference for linear transformation models | 2006-08-14 | Paper |
| On semiparametric transformation cure models | 2006-01-24 | Paper |
