| Publication | Date of Publication | Type |
|---|
| A quantitative linguistic analysis of a cancer online health community with a smooth latent space model | 2024-04-15 | Paper |
| Information-incorporated clustering analysis of disease prevalence trends | 2024-04-15 | Paper |
| Identification of Influencing Factors on Self-reported Count Data with Multiple Potential Inflated Values | 2024-04-15 | Paper |
| A General Framework for Identifying Hierarchical Interactions and Its Application to Genomics Data | 2024-01-22 | Paper |
| Rank-Based Greedy Model Averaging for High-Dimensional Survival Data | 2024-01-08 | Paper |
| Gene–environment interaction identification via penalized robust divergence | 2023-12-15 | Paper |
| Heterogeneity Analysis via Integrating Multi-Sources High-Dimensional Data With Applications to Cancer Studies | 2023-11-09 | Paper |
| Gene-environment interaction analysis under the Cox model | 2023-11-01 | Paper |
| Histopathological imaging‐based cancer heterogeneity analysis via penalized fusion with model averaging | 2023-10-30 | Paper |
| Multidimensional molecular measurements–environment interaction analysis for disease outcomes | 2023-10-30 | Paper |
| Hierarchical cancer heterogeneity analysis based on histopathological imaging features | 2023-10-30 | Paper |
| Two-Level Bayesian Interaction Analysis for Survival Data Incorporating Pathway Information | 2023-10-30 | Paper |
| Information‐incorporated Gaussian graphical model for gene expression data | 2023-10-30 | Paper |
| Gaussian graphical model‐based heterogeneity analysis via penalized fusion | 2023-10-30 | Paper |
| Robust Bayesian Variable Selection for Gene–Environment Interactions | 2023-10-30 | Paper |
| Comment on “A Scale-Free Approach for False Discovery Rate Control in Generalized Linear Models” by Chengguang Dai, Buyu Lin, Xin Xing, and Jun S. Liu | 2023-10-18 | Paper |
| Identification of Influencing Factors on Self-reported Count Data with Multiple Potential Inflated Values | 2023-09-27 | Paper |
| The Bayesian regularized quantile varying coefficient model | 2023-09-15 | Paper |
| Locally sparse quantile estimation for a partially functional interaction model | 2023-07-13 | Paper |
| Unified model-free interaction screening via CV-entropy filter | 2023-07-07 | Paper |
| Network-adaptive robust penalized estimation of time-varying coefficient models with longitudinal data | 2022-10-17 | Paper |
| Default risk prediction and feature extraction using a penalized deep neural network | 2022-10-07 | Paper |
| Subgroup analysis for high-dimensional functional regression | 2022-09-30 | Paper |
| Functional measurement error in functional regression | 2022-08-02 | Paper |
| A generalized Wilcoxon-Mann-Whitney type test for multivariate data through pairwise distance | 2022-05-23 | Paper |
| Biclustering analysis of functionals via penalized fusion | 2022-03-01 | Paper |
| Pan-disease clustering analysis of the trend of period prevalence | 2022-02-28 | Paper |
| Marginal false discovery rate for a penalized transformation survival model | 2021-11-09 | Paper |
| An association test for functional data based on Kendall's tau | 2021-06-22 | Paper |
| Promote sign consistency in the joint estimation of precision matrices | 2021-05-07 | Paper |
| Conditional score matching for high-dimensional partial graphical models | 2021-05-07 | Paper |
| Structured gene‐environment interaction analysis | 2020-10-26 | Paper |
| Three-part model for fractional response variables with application to Chinese household health insurance coverage | 2020-10-26 | Paper |
| Tests for regression coefficients in high dimensional partially linear models | 2020-10-12 | Paper |
| Multiple Augmentation with Partial Missing Regressors | 2020-09-24 | Paper |
| Smooth and locally sparse estimation for multiple-output functional linear regression | 2020-04-28 | Paper |
| Robust gene–environment interaction analysis using penalized trimmed regression | 2020-04-23 | Paper |
| Regularized receiver operating characteristic-based logistic regression for grouped variable selection with composite criterion | 2020-03-27 | Paper |
| Bi-level variable selection via adaptive sparse group Lasso | 2020-03-27 | Paper |
| Integrative interaction analysis using threshold gradient directed regularization | 2020-02-06 | Paper |
| Structured analysis of the high-dimensional FMR model | 2020-01-30 | Paper |
| Penalized relative error estimation of a partially functional linear multiplicative model | 2019-11-29 | Paper |
| Inference for Low-Dimensional Covariates in a High-Dimensional Accelerated Failure Time Model | 2019-08-01 | Paper |
| A modified mean-variance feature-screening procedure for ultrahigh-dimensional discriminant analysis | 2019-05-24 | Paper |
| Variable selection for partially linear proportional hazards model with covariate measurement error | 2019-01-28 | Paper |
| Network-incorporated integrative sparse linear discriminant analysis | 2018-11-16 | Paper |
| Discussion on: ``Double sparsity kernel learning with automatic variable selection and data extraction | 2018-09-18 | Paper |
| A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso | 2018-08-20 | Paper |
| Identification of proportionality structure with two-part models using penalization | 2018-08-15 | Paper |
| Integrative sparse principal component analysis | 2018-07-01 | Paper |
| Integrative sparse principal component analysis | 2018-05-17 | Paper |
| Variable selection in strong hierarchical semiparametric models for longitudinal data | 2018-05-08 | Paper |
| Detecting change point in linear regression using jackknife empirical likelihood | 2018-05-08 | Paper |
| Empirical Likelihood Test for High Dimensional Generalized Linear Models | 2017-12-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5351609 | 2017-08-29 | Paper |
| Accounting for clinical covariates and interactions in ranking genomic markers using ROC | 2017-07-31 | Paper |
| Greedy outcome weighted tree learning of optimal personalized treatment rules | 2017-07-21 | Paper |
| Analyzing large datasets with bootstrap penalization | 2017-04-28 | Paper |
| Focused information criterion and model averaging with generalized rank regression | 2017-01-16 | Paper |
| The Mnet method for variable selection | 2016-07-15 | Paper |
| Grouped Variable Selection Using Area under the ROC with Imbalanced Data | 2016-07-14 | Paper |
| Lasso Regression Based on Empirical Mode Decomposition | 2016-07-14 | Paper |
| Collective versus Individual Effects in Survival Analysis of Multiple Failures | 2016-06-29 | Paper |
| Penalized integrative analysis under the accelerated failure time model | 2016-03-30 | Paper |
| A selective review of group selection in high-dimensional models | 2016-03-03 | Paper |
| Additive risk model for current status data with a cured subgroup | 2016-02-01 | Paper |
| Variable selection for zero‐inflated and overdispersed data with application to health care demand in Germany | 2016-01-21 | Paper |
| Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method | 2015-12-17 | Paper |
| Variable selection in the accelerated failure time model via the bridge method | 2015-10-15 | Paper |
| Censored rank independence screening for high-dimensional survival data | 2014-12-22 | Paper |
| Integrative analysis of prognosis data on multiple cancer subtypes | 2014-11-04 | Paper |
| Hierarchical shrinkage priors and model fitting for high-dimensional generalized linear models | 2014-10-13 | Paper |
| Integrative Analysis of Cancer Diagnosis Studies with Composite Penalization | 2014-05-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4908796 | 2013-03-07 | Paper |
| Identification of breast cancer prognosis markers via integrative analysis | 2012-12-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3145537 | 2012-12-21 | Paper |
| Integrative analysis and variable selection with multiple high-dimensional data sets | 2012-10-29 | Paper |
| Semiparametric zero-inflated modeling in multi-ethnic study of atherosclerosis (MESA) | 2012-10-21 | Paper |
| Variable selection in partly linear regression model with diverging dimensions for right censored data | 2012-08-24 | Paper |
| Identification of cancer-associated gene clusters and genes via clustering penalization | 2012-08-18 | Paper |
| Identification of cancer genomic markers via integrative sparse boosting | 2012-08-08 | Paper |
| Variable selection for semiparametric regression models with iterated penalisation | 2012-06-25 | Paper |
| The sparse Laplacian shrinkage estimator for high-dimensional regression | 2011-12-08 | Paper |
| Fuzzy Canonical Discriminant Analysis: Theory and Practice | 2011-11-25 | Paper |
| Penalized variable selection procedure for Cox models with semiparametric relative risk | 2010-08-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580590 | 2010-08-13 | Paper |
| Penalised variable selection with U-estimates | 2010-06-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3561131 | 2010-05-25 | Paper |
| A group bridge approach for variable selection | 2009-06-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3600731 | 2009-02-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3543468 | 2008-12-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3514540 | 2008-07-21 | Paper |
| Asymptotic properties of bridge estimators in sparse high-dimensional regression models | 2008-04-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5449211 | 2008-03-11 | Paper |
| Combining Multiple Markers for Classification Using ROC | 2008-01-14 | Paper |
| Additive risk model with case-cohort sampled current status data | 2007-10-23 | Paper |
| Marginal asymptotics for the ``large \(p\), small \(n\) paradigm: with applications to microarray data | 2007-10-17 | Paper |
| ACCELERATED FAILURE TIME MODELS WITH NONLINEAR COVARIATES EFFECTS | 2007-09-13 | Paper |
| A semiparametric approach for the nonparametric transformation survival model with multiple covariates | 2007-09-12 | Paper |
| Regularized Estimation in the Accelerated Failure Time Model with High-Dimensional Covariates | 2007-05-11 | 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 |
| Penalized log-likelihood estimation for partly linear transformation models with current status data | 2006-04-28 | Paper |
| Robust semiparametric M-estimation and the weighted bootstrap | 2005-11-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5315860 | 2005-09-12 | Paper |
