5 papers
Sequential multiple testing with multiple hypotheses and prior information on the hypothesis configuration
Yiming Xing
In this work, we study the problem of testing the marginal distributions of multiple independent, sequentially observed data streams, where for each stream there are multiple candi…
Active Sequential Signal Detection with Asynchronous Decisions
Yiming Xing, Georgios Fellouris
The problem of quickly detecting signals among multiple sequentially observed data streams, subject to constraints on the familywise false-alarm and missed-detection probabilities,…
Asymptotically Optimal Sequential Multiple Testing with Asynchronous Decisions
Yiming Xing, Georgios Fellouris
The problem of simultaneously testing the marginal distributions of sequentially monitored, independent data streams is considered. The decisions for the various testing problems c…
Signal Recovery With Multistage Tests And Without Sparsity Constraints
Yiming Xing, Georgios Fellouris
A signal recovery problem is considered, where the same binary testing problem is posed over multiple, independent data streams. The goal is to identify all signals, i.e., streams…
3-stage and 4-stage tests with deterministic stage sizes and non-iid data
Yiming Xing, Georgios Fellouris
Given a fixed-sample-size test that controls the error probabilities under two specific, but arbitrary, distributions, a 3-stage and two 4-stage tests are proposed and analyzed. Fo…