4.5 Article

Sequential knockoffs for continuous and categorical predictors: With application to a large psoriatic arthritis clinical trial pool

Related references

Note: Only part of the references are listed.
Editorial Material Obstetrics & Gynecology

Multiple comparisons: a tutorial. Part 1. Understanding hypothesis testing

Michael T. Lawson et al.

BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY (2021)

Article Rheumatology

Secukinumab Efficacy in Psoriatic Arthritis Machine Learning and Meta-analysis of Four Phase 3 Trials

Alice B. Gottlieb et al.

Summary: Using a machine learning approach, the study identified predictors for additional benefit of secukinumab 300 mg over 150 mg in certain PsA patients. Individual patient efficacy meta-analysis showed that secukinumab 300 mg provided greater improvements in higher hurdle efficacy endpoints compared with 150 mg in various subgroups of PsA patients.

JCR-JOURNAL OF CLINICAL RHEUMATOLOGY (2021)

Article Statistics & Probability

Deep Knockoffs

Yaniv Romano et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2020)

Article Statistics & Probability

ROBUST INFERENCE WITH KNOCKOFFS

Rina Foygel Barber et al.

ANNALS OF STATISTICS (2020)

Article Biology

Gene hunting with hidden Markov model knockoffs

M. Sesia et al.

BIOMETRIKA (2019)

Article Statistics & Probability

A KNOCKOFF FILTER FOR HIGH-DIMENSIONAL SELECTIVE INFERENCE

Rina Foygel Barber et al.

ANNALS OF STATISTICS (2019)

Article Statistics & Probability

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

Emmanuel Candes et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2018)

Article Statistics & Probability

FALSE DISCOVERIES OCCUR EARLY ON THE LASSO PATH

Weijie Su et al.

ANNALS OF STATISTICS (2017)

Article Statistics & Probability

Sequential selection procedures and false discovery rate control

Max Grazier G'Sell et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2016)

Article Statistics & Probability

EXACT POST-SELECTION INFERENCE, WITH APPLICATION TO THE LASSO

Jason D. Lee et al.

ANNALS OF STATISTICS (2016)

Article Statistics & Probability

Exact Post-Selection Inference for Sequential Regression Procedures

Ryan J. Tibshirani et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)

Article Statistics & Probability

CONTROLLING THE FALSE DISCOVERY RATE VIA KNOCKOFFS

Rina Foygel Barber et al.

ANNALS OF STATISTICS (2015)

Article Statistics & Probability

Correlated variables in regression: Clustering and sparse estimation

Peter Buehlmann et al.

JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2013)

Review Rheumatology

Renal co-morbidity in patients with rheumatic diseases

Hans-Joachim Anders et al.

ARTHRITIS RESEARCH & THERAPY (2011)

Article Statistics & Probability

SURE INDEPENDENCE SCREENING IN GENERALIZED LINEAR MODELS WITH NP-DIMENSIONALITY

Jianqing Fan et al.

ANNALS OF STATISTICS (2010)

Article Computer Science, Interdisciplinary Applications

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome Friedman et al.

JOURNAL OF STATISTICAL SOFTWARE (2010)

Article Statistics & Probability

Microarrays, empirical Bayes and the two-groups model

Bradley Efron

STATISTICAL SCIENCE (2008)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)