Compositional knockoff filter for high-dimensional regression analysis of microbiome data A Srinivasan, L Xue, X Zhan Biometrics 77 (3), 984-995, 2021 | 31 | 2021 |
An adaptive multivariate two-sample test with application to microbiome differential abundance analysis K Banerjee, N Zhao, A Srinivasan, L Xue, SD Hicks, FA Middleton, R Wu, ... Frontiers in genetics 10, 350, 2019 | 18 | 2019 |
Robust covariance matrix estimation for high-dimensional compositional data with application to sales data analysis D Li, A Srinivasan, Q Chen, L Xue Journal of Business & Economic Statistics 41 (4), 1090-1100, 2023 | 8 | 2023 |
A Selective Overview of Recent Advances in Spectral Clustering and Their Applications Y Xu, A Srinivasan, L Xue Modern Statistical Methods for Health Research, 247-277, 2021 | 7 | 2021 |
ROBUST SHAPE MATRIX ESTIMATION FOR HIGH-DIMENSIONAL COMPOSITIONAL DATA WITH APPLICATION TO MICROBIAL INTER-TAXA ANALYSIS. D Li, A Srinivasan, L Xue, X Zhan Statistica Sinica 33, 2023 | 6 | 2023 |
Identification of microbial features in multivariate regression under false discovery rate control A Srinivasan, L Xue, X Zhan Computational Statistics & Data Analysis 181, 107621, 2023 | 4 | 2023 |
New Statistical Approaches to Intra‐individual Isotopic Analysis and Modelling of Birth Seasonality in Studies of Herd Animals H Chazin, S Deb, J Falk, A Srinivasan Archaeometry 61 (2), 478-493, 2019 | 4 | 2019 |
A Unified Combination Framework for Dependent Tests with Applications to Microbiome Association Studies X Yu, L Zhang, A Srinivasan, M Xie, L Xue arXiv preprint arXiv:2404.09353, 2024 | | 2024 |
Topics on High-Dimensional Statistical Methods for Compositional Data A Srinivasan | | 2022 |
Supplement to “Robust Covariance Matrix Estimation for High-Dimensional Compositional Data with Application to Sales Data Analysis” D Li, A Srinivasan, Q Chen, L Xue | | |
S1 ADMM in the Thresholding Step D Li, A Srinivasan, L Xue, X Zhan | | |