| Publication | Date of Publication | Type |
|---|
| Covariate-assisted matrix completion with multiple structural breaks | 2024-04-03 | Paper |
| Measuring, Testing, and Identifying Heterogeneity of Large Parallel Datasets | 2023-11-14 | Paper |
| Cellwise outlier detection with false discovery rate control | 2023-11-02 | Paper |
| Threshold Selection in Feature Screening for Error Rate Control | 2023-10-18 | Paper |
| Change-point testing for parallel data sets with FDR control | 2023-07-11 | Paper |
| Data-driven selection of the number of change-points via error rate control | 2023-07-04 | Paper |
| False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation | 2023-07-03 | Paper |
| Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data | 2023-03-27 | Paper |
| Large-Scale Datastreams Surveillance via Pattern-Oriented-Sampling | 2023-03-27 | Paper |
| An adaptive lack of fit test for big data | 2023-03-07 | Paper |
| Projection-based high-dimensional sign test | 2022-04-25 | Paper |
| Some study on statistical process control of complex data | 2021-12-17 | Paper |
| TESTING CONSTANCY OF CONDITIONAL VARIANCE IN HIGH DIMENSION | 2020-11-16 | Paper |
| Consistent selection of the number of change-points via sample-splitting | 2020-05-05 | Paper |
| Multiple change-points detection in high dimension | 2020-04-30 | Paper |
| A setwise EWMA scheme for monitoring high-dimensional datastreams | 2020-04-22 | Paper |
| The computation of average run length and average time to signal: an overview | 2020-03-11 | Paper |
| False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation | 2020-02-27 | Paper |
| Consistent selection of the number of change-points via sample-splitting | 2020-02-01 | Paper |
| A scalable nonparametric specification testing for massive data | 2019-08-09 | Paper |
| Robust multicategory support matrix machines | 2019-06-26 | Paper |
| OUP accepted manuscript | 2019-06-24 | Paper |
| Monitoring poisson count data with probability control limits when sample sizes are time varying | 2019-03-26 | Paper |
| Directional change-point detection for process control with multivariate categorical data | 2019-03-05 | Paper |
| Change-point detection in multinomial data with a large number of categories | 2018-10-24 | Paper |
| On-line control of false discovery rates for multiple datastreams | 2018-01-23 | Paper |
| Comparison of a large number of regression curves | 2017-11-09 | Paper |
| Composite $T^2$ test for high-dimensional data | 2017-07-13 | Paper |
| A change point method for Phase II monitoring of generalized linear profiles | 2017-03-03 | Paper |
| Nonparametric testing in regression models with Wilcoxon-type generalized likelihood ratio | 2016-01-28 | Paper |
| Diagnostic studies in sufficient dimension reduction | 2015-12-11 | Paper |
| Outlier detection for high-dimensional data | 2015-12-11 | Paper |
| Two-sample behrens-fisher problem for high-dimensional data | 2015-10-26 | Paper |
| Comparisons of control schemes for monitoring the means of processes subject to drifts | 2015-10-14 | Paper |
| A necessary test for complete independence in high dimensions using rank-correlations | 2015-06-25 | Paper |
| Robust comparison of regression curves | 2015-06-15 | Paper |
| Robust spline-based variable selection in varying coefficient model | 2015-02-19 | Paper |
| Empirical likelihood for high-dimensional linear regression models | 2014-12-05 | Paper |
| Nonparametric maximum likelihood approach to multiple change-point problems | 2014-08-04 | Paper |
| Multivariate sign-based high-dimensional tests for sphericity | 2014-04-16 | Paper |
| Rank-based score tests for high-dimensional regression coefficients | 2013-09-06 | Paper |
| Calibration of the empirical likelihood for high-dimensional data | 2013-08-07 | Paper |
| Likelihood-Based EWMA Charts for Monitoring Poisson Count Data With Time-Varying Sample Sizes | 2012-11-09 | Paper |
| A spatial rank-based multivariate EWMA control chart | 2012-10-15 | Paper |
| On the consistency of coordinate-independent sparse estimation with BIC | 2012-09-26 | Paper |
| Local Walsh-average regression for semiparametric varying-coefficient models | 2012-09-21 | Paper |
| Two-sample empirical likelihood method for difference between coefficients in linear regression model | 2012-07-10 | Paper |
| Rank-based inference for the single-index model | 2012-05-18 | Paper |
| Local Walsh-average regression | 2012-03-22 | Paper |
| LASSO-based multivariate linear profile monitoring | 2012-03-09 | Paper |
| Nonparametric regression function estimation for errors-in-variables models with validation data | 2011-10-21 | Paper |
| A New Chart for Detecting the Process Mean and Variability | 2011-07-13 | Paper |
| Multivariate Statistical Process Control Using LASSO | 2011-02-01 | Paper |
| Coordinate-independent sparse sufficient dimension reduction and variable selection | 2011-01-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3057796 | 2010-11-17 | Paper |
| Adaptive Nonparametric Comparison of Regression Curves | 2010-06-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5325832 | 2009-07-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5318953 | 2009-07-22 | Paper |
| Nonparametric control chart based on change-point model | 2009-06-02 | Paper |
| Empirical Likelihood Ratio Test for a Change-Point in Linear Regression Model | 2008-10-28 | Paper |
| Empirical likelihood for the two-sample mean problem | 2008-04-16 | Paper |
| CUSUM control charts based on likelihood ratio for preliminary analysis | 2007-07-30 | Paper |
| Empirical likelihood ratio test for the change-point problem | 2007-04-19 | Paper |
