| Publication | Date of Publication | Type |
|---|
| Rank-based indices for testing independence between two high-dimensional vectors | 2024-03-11 | Paper |
| A post-screening diagnostic study for ultrahigh dimensional data | 2024-03-06 | Paper |
| Distributed Decoding From Heterogeneous 1-Bit Compressive Measurements | 2024-01-22 | Paper |
| Distributed Sparse Composite Quantile Regression in Ultrahigh Dimensions | 2023-11-17 | Paper |
| Integrative Analysis for High-Dimensional Stratified Models | 2023-11-17 | Paper |
| Testing the Effects of High-Dimensional Covariates via Aggregating Cumulative Covariances | 2023-10-18 | Paper |
| Projection divergence in the reproducing kernel Hilbert space: asymptotic normality, block-wise and slicing estimation, and computational efficiency | 2023-08-08 | Paper |
| Feature Screening for Interval-Valued Response with Application to Study Association between Posted Salary and Required Skills | 2023-07-04 | Paper |
| Distributed Sufficient Dimension Reduction for Heterogeneous Massive Data | 2022-10-14 | Paper |
| Sliced Independence Test | 2022-10-14 | Paper |
| Sufficient dimension reduction in the presence of controlling variables | 2022-08-29 | Paper |
| Doubly Robust and Efficient Estimators for Heteroscedastic Partially Linear Single-Index Models Allowing high Dimensional Covariates | 2022-07-11 | Paper |
| A generalized Wilcoxon-Mann-Whitney type test for multivariate data through pairwise distance | 2022-05-23 | Paper |
| Distributed estimation in heterogeneous reduced rank regression: with application to order determination in sufficient dimension reduction | 2022-05-23 | Paper |
| Penalized maximum likelihood estimation for skew normal mixtures | 2022-03-21 | Paper |
| Estimation and inference for non-crossing multiple-index quantile regression | 2022-03-21 | Paper |
| A robust and nonparametric two-sample test in high dimensions | 2022-03-04 | Paper |
| Testing the Linear Mean and Constant Variance Conditions in Sufficient Dimension Reduction | 2022-03-04 | Paper |
| Power Analysis of Projection-Pursuit Independence Tests | 2022-03-04 | Paper |
| Independence tests in the presence of measurement errors: an invariance law | 2022-01-03 | Paper |
| Two-sample test in high dimensions through random selection | 2021-11-09 | Paper |
| Penalized Interaction Estimation for Ultrahigh Dimensional Quadratic Regression | 2021-10-06 | Paper |
| Model-free variable selection for conditional mean in regression | 2021-05-07 | Paper |
| A Lack-Of-Fit Test with Screening in Sufficient Dimension Reduction | 2021-04-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4986369 | 2021-04-27 | Paper |
| A note on sliced inverse regression with missing predictors | 2020-10-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4969042 | 2020-10-05 | Paper |
| Model-Free Forward Screening Via Cumulative Divergence | 2020-09-15 | Paper |
| Adaptive composite quantile regressions and their asymptotic relative efficiency | 2020-04-23 | Paper |
| Semiparametric estimation of multivariate partially linear models | 2020-04-22 | Paper |
| Conditional median absolute deviation | 2020-03-27 | Paper |
| An iterative approach to distance correlation-based sure independence screening | 2020-03-27 | Paper |
| Forward Additive Regression for Ultrahigh Dimensional Nonparametric Additive Models | 2020-03-16 | Paper |
| Test for conditional independence with application to conditional screening | 2020-02-05 | Paper |
| Semiparametric Estimation and Inference of Variance Function with Large Dimensional Covariates | 2019-08-01 | Paper |
| Nonlinear interaction detection through model-based sufficient dimension reduction | 2019-08-01 | Paper |
| A Review on Dimension Reduction | 2019-07-16 | Paper |
| Projection correlation between two random vectors | 2019-06-24 | Paper |
| A robust and efficient approach to causal inference based on sparse sufficient dimension reduction | 2019-05-10 | Paper |
| On Estimation Efficiency of the Central Mean Subspace | 2019-05-09 | Paper |
| Inference on the Primary Parameter of Interest with the Aid of Dimension Reduction Estimation | 2019-04-30 | Paper |
| Model-free conditional feature screening with exposure variables | 2019-03-13 | Paper |
| Network-based feature screening with applications to genome data | 2018-11-16 | Paper |
| Measuring and testing for interval quantile dependence | 2018-10-30 | Paper |
| Estimation and inference on central mean subspace for multivariate response data | 2018-08-21 | Paper |
| Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares | 2018-07-18 | Paper |
| Model-Free Feature Screening for Ultrahigh Dimensional Data through a Modified Blum-Kiefer-Rosenblatt Correlation | 2018-07-06 | Paper |
| Model-free feature screening for ultrahigh dimensional censored regression | 2018-03-07 | Paper |
| On relative efficiency of principal Hessian directions | 2017-09-28 | Paper |
| Estimation and inference of error-prone covariate effect in the presence of confounding variables | 2017-04-07 | Paper |
| Efficient dimension reduction for multivariate response data | 2017-02-23 | Paper |
| An estimating equation approach to dimension reduction for longitudinal data | 2016-04-05 | Paper |
| Regularized quantile regression and robust feature screening for single index models | 2016-01-28 | Paper |
| Direction estimation in the single-index model with missing values | 2015-12-17 | Paper |
| Dimension Reduction in Regressions Through Cumulative Slicing Estimation | 2015-06-17 | Paper |
| Surrogate dimension reduction in measurement error regressions | 2015-04-28 | Paper |
| Robust inverse regression for dimension reduction | 2015-02-04 | Paper |
| Efficiency loss and the linearity condition in dimension reduction | 2014-04-22 | Paper |
| Dimension reduction and predictor selection in semiparametric models | 2014-04-22 | Paper |
| Robust estimation for partially linear models with large-dimensional covariates | 2014-03-21 | Paper |
| Semiparametric estimation of conditional heteroscedasticitity via single-index modeling | 2013-08-28 | Paper |
| Efficient estimation in sufficient dimension reduction | 2013-05-30 | Paper |
| A Semiparametric Approach to Dimension Reduction | 2013-04-22 | Paper |
| Efficient estimation in sufficient dimension reduction | 2013-02-01 | Paper |
| Sufficient dimension reduction in regressions through cumulative Hessian directions | 2012-12-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3145536 | 2012-12-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3145543 | 2012-12-21 | Paper |
| Feature Screening via Distance Correlation Learning | 2012-11-09 | Paper |
| On Distribution-Weighted Partial Least Squares with Diverging Number of Highly Correlated Predictors | 2012-10-16 | Paper |
| Model-Free Feature Screening for Ultrahigh-Dimensional Data | 2012-03-22 | Paper |
| Estimating generalized state density of near-extreme events and its applications in analyzing stock data | 2012-02-10 | Paper |
| Variable selection in a class of single-index models | 2011-12-14 | Paper |
| Model-Free Feature Screening for Ultrahigh-Dimensional Data | 2011-12-01 | Paper |
| On a dimension reduction regression with covariate adjustment | 2011-10-28 | Paper |
| Dimension Reduction in Regressions through Weighted Variance Estimation | 2011-07-13 | Paper |
| Extending the Scope of Inverse Regression Methods in Sufficient Dimension Reduction | 2011-03-23 | Paper |
| Stable direction recovery in single-index models with a diverging number of predictors | 2011-02-25 | Paper |
| Sufficient dimension reduction through discretization-expectation estimation | 2010-08-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580597 | 2010-08-13 | Paper |
| Adaptive confidence region for the direction in semiparametric regressions | 2010-05-05 | Paper |
| A sparse eigen-decomposition estimation in semiparametric regression | 2010-04-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3641942 | 2009-11-11 | Paper |
| A data-adaptive hybrid method for dimension reduction | 2009-10-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5323645 | 2009-07-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3622128 | 2009-04-28 | Paper |
| Nonconcave penalized inverse regression in single-index models with high dimensional predic\-tors | 2009-03-25 | Paper |
| On splines approximation for sliced average variance estimation | 2009-01-30 | Paper |
| Penalized Spline Estimation for Varying-Coefficient Models | 2008-09-24 | Paper |
| An analysis of single-index model with monotonic link function | 2008-08-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5449218 | 2008-03-11 | Paper |
| On spline approximation of sliced inverse regression | 2007-12-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5431194 | 2007-12-07 | Paper |
| On kernel method for sliced average variance estimation | 2007-07-11 | Paper |
| A non-iterative approach to estimating parameters in a linear structural equation model | 2007-03-08 | Paper |
| Asymptotics for kernel estimation of slicing average third-moment estimation | 2006-10-24 | Paper |
