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Arun Srinivasan
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Year
Compositional knockoff filter for high-dimensional regression analysis of microbiome data
A Srinivasan, L Xue, X Zhan
Biometrics 77 (3), 984-995, 2021
262021
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, 447114, 2019
162019
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
62023
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
42023
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
42019
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
32023
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
22021
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
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