The Likelihood Ratio Test in High-Dimensional Logistic Regression Is
Asymptotically a Rescaled Chi-Square

The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square

5 June 2017

Emmanuel J. Candès

Papers citing "The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square"

13 / 13 papers shown

Title
Moment-Based Adjustments of Statistical Inference in High-Dimensional Generalized Linear Models Kazuma Sawaya Yoshimasa Uematsu Masaaki Imaizumi 29 2 0 28 May 2023
Tight Bounds on the Laplace Approximation Accuracy in High Dimensions A. Katsevich 14 5 0 28 May 2023
$Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization$ Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization Gen Li Wei Fan Yuting Wei 26 10 0 07 Feb 2023
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models Lijia Zhou Frederic Koehler Pragya Sur Danica J. Sutherland Nathan Srebro 83 9 0 21 Oct 2022
The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds T. Tony Cai Yichen Wang Linjun Zhang FedML 38 20 0 08 Nov 2020
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices Cédric Gerbelot A. Abbara Florent Krzakala 26 16 0 11 Feb 2020
$A Precise High-Dimensional Asymptotic Theory for Boosting and Minimum-$\ell_1$-Norm Interpolated Classifiers$ A Precise High-Dimensional Asymptotic Theory for Boosting and Minimum- $\ell_1$ -Norm Interpolated Classifiers Tengyuan Liang Pragya Sur 30 68 0 05 Feb 2020
Knockoffs with Side Information Zhimei Ren Emmanuel Candès 11 20 0 22 Jan 2020
Does SLOPE outperform bridge regression? Shuaiwen Wang Haolei Weng A. Maleki 13 19 0 20 Sep 2019
Exact high-dimensional asymptotics for Support Vector Machine Haoyang Liu 23 2 0 13 May 2019
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 23 285 0 19 Mar 2018
RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs Yingying Fan Emre Demirkaya Gaorong Li Jinchi Lv 23 70 0 31 Aug 2017
High-dimensional generalized linear models and the lasso Sara van de Geer 189 749 0 04 Apr 2008