Statistical Inference for High-Dimensional Generalized Linear Models With Bin…
This article develops a unified statistical inference framework for high-dimensional binary generalized linear models (GLMs) with general link functions. Both unknown and known design distribution …
Optimal Permutation Recovery in Permuted Monotone Matrix Model
Motivated by recent research on quantifying bacterial growth dynamics based on genome assemblies, we consider a permuted monotone matrix model Y=ΘΠ+Z , where the rows represent different samples,…
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