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stat.ME2023
Large-scale adaptive multiple testing for sequential data controlling false discovery and nondiscovery rates
Rahul Roy, Shyamal K. De, Subir Kumar Bhandari
In modern scientific experiments, we frequently encounter data that have large dimensions, and in some experiments, such high dimensional data arrive sequentially rather than full…
stat.ME2022
Asymptotic bayes optimality under sparsity for equicorrelated multivariate normal test statistics
Rahul Roy, Subir Kumar Bhandari
Here we address dependence among the test statistics in connection with asymptotically Bayes' optimal tests in presence of sparse alternatives. Extending the setup in Bogdan et.al.…