FDR control and power analysis for high-dimensional logistic regression via StabKoff

A Scale-free Approach for False Discovery Rate Control in Generalized Linear Models

(2023) Chenguang Dai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Powerful knockoffs via minimizing reconstructability

(2022) Asher Spector et al.   ANNALS OF STATISTICS

Kernel Knockoffs Selection for Nonparametric Additive Models

(2022) Xiaowu Dai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

False Discovery Rate Control via Data Splitting

(2022) Chenguang Dai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Controlling False Discovery Rate Using Gaussian Mirrors

(2021) Xin Xing et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

GGM knockoff filter: False discovery rate control for Gaussian graphical models

(2021) Jinzhou Li et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Gender disparities in access and retention in outpatient methadone treatment for opioid use disorder in low-income urban communities

(2021) Jeanne C. Marsh et al.   JOURNAL OF SUBSTANCE ABUSE TREATMENT

A high-dimensional power analysis of the conditional randomization test and knockoffs

(2021) Wenshuo Wang et al.   BIOMETRIKA

Using machine learning to advance disparities research: Subgroup analyses of access to opioid treatment

(2021) Yinfei Kong et al.   HEALTH SERVICES RESEARCH

False discovery rate control in genome-wide association studies with population structure

(2021) Matteo Sesia et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Global and Simultaneous Hypothesis Testing for High-Dimensional Logistic Regression Models

(2020) Rong Ma et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Metropolized Knockoff Sampling

(2020) Stephen Bates et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Robust inference with knockoffs

(2020) Rina Foygel Barber et al.   ANNALS OF STATISTICS

Model-Free Feature Screening and FDR Control With Knockoff Features

(2020) Wanjun Liu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square

(2019) Pragya Sur et al.   PROBABILITY THEORY AND RELATED FIELDS

A modern maximum-likelihood theory for high-dimensional logistic regression

(2019) Pragya Sur et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Tuning parameter calibration for ℓ1-regularized logistic regression

(2019) Wei Li et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Deep Knockoffs

(2019) Yaniv Romano et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A knockoff filter for high-dimensional selective inference

(2019) Rina Foygel Barber et al.   ANNALS OF STATISTICS

OUP accepted manuscript

(2018)   BIOMETRIKA

Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection

(2018) Emmanuel Candès et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs

(2018) Yingying Fan et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Familywise error rate control via knockoffs

(2016) Lucas Janson et al.   Electronic Journal of Statistics

Controlling the false discovery rate via knockoffs

(2015) Rina Foygel Barber et al.   ANNALS OF STATISTICS

On asymptotically optimal confidence regions and tests for high-dimensional models

(2014) Sara van de Geer et al.   ANNALS OF STATISTICS

Enhancing access and retention in substance abuse treatment: The role of Medicaid payment acceptance and cultural competence

(2013) Erick G. Guerrero   DRUG AND ALCOHOL DEPENDENCE

Confidence intervals for low dimensional parameters in high dimensional linear models

(2013) Cun-Hui Zhang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Variable selection with error control: another look at stability selection

(2012) Rajen D. Shah et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Client and Program Characteristics Associated with Wait Time to Substance Abuse Treatment Entry

(2012) Christina M. Andrews et al.   AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE

High-dimensional Ising model selection using ℓ 1 -regularized logistic regression

(2010) Pradeep Ravikumar et al.   ANNALS OF STATISTICS

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

High-dimensional generalized linear models and the lasso

(2008) Sara A. van de Geer   ANNALS OF STATISTICS

Honest variable selection in linear and logistic regression models via ℓ1 and ℓ1+ℓ2 penalization

(2008) Florentina Bunea   Electronic Journal of Statistics