Kengo Kato
Selected Publications
Uniform post selection inference for LAD regression models
We develop uniformly valid confidence regions for a regression coefficient in a high-dimensional sparse LAD (least […]
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Central limit theorems and multiplier bootstrap when p is much larger than n
We derive a central limit theorem for the maximum of a sum of high dimensional random […]
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Gaussian approximation of suprema of empirical processes
We develop a new direct approach to approximating suprema of general empirical processes by a sequence […]