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Articles (12)

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1-10 of 12 results for high-dimensional causal inference

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Select article: Controlling false positive selections in high-dimensional regression and causal inference

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Research article

First published 2013-10

Controlling false positive selections in high-dimensional regression and causal inference

Peter Bühlmann, Philipp Rütimann, Markus Kalisch

Statistical Methods in Medical Research

Select article: Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

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Research article

First published 2018-1

Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

Romain Pirracchio, John K Yue, Geoffrey T Manley [...]

Statistical Methods in Medical Research

Select article: Variable selection and estimation in causal inference using Bayesian spike and slab priors

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Research article

First published 2020-9

Variable selection and estimation in causal inference using Bayesian spike and slab priors

Brandon Koch, David M Vock, Julian Wolfson [...]

Statistical Methods in Medical Research

Select article: How to obtain valid tests and confidence intervals after propensity score variable selection?

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Research article

First published 2020-3

How to obtain valid tests and confidence intervals after propensity score variable selection?

Oliver Dukes, Stijn Vansteelandt

Statistical Methods in Medical Research

Select article: Outcome adaptive propensity score methods for handling censoring and high-dimensionality: Application to insurance claims

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Research article

First published 2025-5

Outcome adaptive propensity score methods for handling censoring and high-dimensionality: Application to insurance claims

Jiacong Du, Youfei Yu, Min Zhang [...]

Statistical Methods in Medical Research

Select article: Using Double Machine Learning to Understand Nonresponse in the Recruitment of a Mixed-Mode Online Panel

Open access

Research article

First published 2023-4

Using Double Machine Learning to Understand Nonresponse in the Recruitment of a Mixed-Mode Online Panel

Barbara Felderer, Jannis Kueck, Martin Spindler

Social Science Computer Review

Select article: Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

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Research article

First published 2019-4

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

Cheng Ju, Richard Wyss, Jessica M Franklin [...]

Statistical Methods in Medical Research

Select article: Practical Issues in Screening and Variable Selection in Genome-Wide Association Analysis

Open access

Review article

First published 2014

Practical Issues in Screening and Variable Selection in Genome-Wide Association Analysis

Sungyeon Hong, Yongkang Kim, Taesung Park

Cancer Informatics

Select article: Bayesian semiparametric inference for TVP-SVAR models with asymmetry and fat tails

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Research article

First published 2026-4

Bayesian semiparametric inference for TVP-SVAR models with asymmetry and fat tails

Matteo Iacopini, Luca Rossini

Statistical Modelling

Select article: Artificial intelligence for multiscale mechanobiology

Open access

Review article

First published 2026

Artificial intelligence for multiscale mechanobiology

Jung-Hwan Lee, Hwalim Lee, Hae-Won Kim

Mechanobiology

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