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Optimal Screening and Discovery of Sparse Signals with Applications to Multistage High Throughput Studies
Summary A common feature in large-scale scientific studies is that signals are sparse and it is desirable to narrow down significantly the focus to a much smaller subset in a sequential manner. We consider two related data screening problems: one is to find the smallest subset such that it virtually …