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Publications in Statistics

Doubly Penalized Estimation in Additive Regression With High-Dimensional Data

Annals of Statistics

English

Change-Point Detection in Multinomial Data With a Large Number of Categories

Annals of Statistics

English

A Classification Criterion for Definitive Screening Designs

Annals of Statistics

English

Distribution Theory for Hierarchical Processes

Annals of Statistics

English

The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data

Annals of Statistics

English

Finding a Large Submatrix of a Gaussian Random Matrix

Annals of Statistics

English

Oracle Inequalities and Adaptive Estimation in the Convolution Structure Density Model

Annals of Statistics

English

CHIME: Clustering of High-Dimensional Gaussian Mixtures With EM Algorithm and Its Optimality

Annals of Statistics

English

Strong Identifiability and Optimal Minimax Rates for Finite Mixture Estimation

Annals of Statistics

English

Linear Hypothesis Testing for High Dimensional Generalized Linear Models

Annals of Statistics

English