155 citations · 955 across the 56 of their papers we have counts for
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math.ST2013★ 39 cited
Hypothesis testing for high-dimensional sparse binary regression
Rajarshi Mukherjee, Natesh S. Pillai, Xihong Lin
In this paper, we study the detection boundary for minimax hypothesis testing in the context of high-dimensional, sparse binary regression models. Motivated by genetic sequencing a…
math.ST2013★ 10 cited
Consistency of maximum likelihood estimation for some dynamical systems
Kevin McGoff, Sayan Mukherjee, Andrew Nobel +1
We consider the asymptotic consistency of maximum likelihood parameter estimation for dynamical systems observed with noise. Under suitable conditions on the dynamical systems and…