Optimal weighting for estimating generalized average treatment effects

JOURNAL ARTICLE published 31 May 2022 in Journal of Causal Inference

Authors: Nathan Kallus | Michele Santacatterina

Precise unbiased estimation in randomized experiments using auxiliary observational data

JOURNAL ARTICLE published 23 August 2023 in Journal of Causal Inference

Authors: Johann A. Gagnon-Bartsch | Adam C. Sales | Edward Wu | Anthony F. Botelho | John A. Erickson | Luke W. Miratrix | Neil T. Heffernan

To Adjust or Not to Adjust? Sensitivity Analysis of M-Bias and Butterfly-Bias

JOURNAL ARTICLE published 1 March 2015 in Journal of Causal Inference

Authors: Peng Ding | Luke W. Miratrix

Frontmatter

JOURNAL ARTICLE published 11 September 2014 in Journal of Causal Inference

Masthead

JOURNAL ARTICLE published 20 December 2013 in Journal of Causal Inference

Erratum to: A Conditional Randomization Test for Covariate Imbalance

JOURNAL ARTICLE published 13 September 2017 in Journal of Causal Inference

Authors: Jonathan Hennessy | Tirthankar Dasgupta | Luke Miratrix | Cassandra Pattanayak | and Pradipta Sarkar

Decision-theoretic foundations for statistical causality: Response to Shpitser

JOURNAL ARTICLE published 16 August 2022 in Journal of Causal Inference

Authors: Philip Dawid

Comparison of open-source software for producing directed acyclic graphs

JOURNAL ARTICLE published 10 January 2024 in Journal of Causal Inference

Authors: Amy J. Pitts | Charlotte R. Fowler

Generalized Structural Mean Models for Evaluating Depression as a Post-treatment Effect Modifier of a Jobs Training Intervention

JOURNAL ARTICLE published 1 September 2016 in Journal of Causal Inference

Authors: Alisa Stephens | Luke Keele | Marshall Joffe

Randomized graph cluster randomization

JOURNAL ARTICLE published 25 May 2023 in Journal of Causal Inference

Authors: Johan Ugander | Hao Yin

Robust Inferences from a Before-and-After Study with Multiple Unaffected Control Groups

JOURNAL ARTICLE published 4 June 2013 in Journal of Causal Inference

Authors: Pengyuan Wang | Mikhail Traskin | Dylan S. Small

Variable Selection in Causal Inference using a Simultaneous Penalization Method

JOURNAL ARTICLE published 26 March 2018 in Journal of Causal Inference

Authors: Ashkan Ertefaie | Masoud Asgharian | David A. Stephens

Instrumental variable regression via kernel maximum moment loss

JOURNAL ARTICLE published 4 April 2023 in Journal of Causal Inference

Authors: Rui Zhang | Masaaki Imaizumi | Bernhard Schölkopf | Krikamol Muandet

Exploiting neighborhood interference with low-order interactions under unit randomized design

JOURNAL ARTICLE published 3 August 2023 in Journal of Causal Inference

Authors: Mayleen Cortez-Rodriguez | Matthew Eichhorn | Christina Lee Yu

A Causal Perspective on OSIM2 Data Generation, with Implications for Simulation Study Design and Interpretation

JOURNAL ARTICLE published 1 September 2015 in Journal of Causal Inference

Authors: Susan Gruber

Estimating causal effects with the neural autoregressive density estimator

JOURNAL ARTICLE published 17 September 2021 in Journal of Causal Inference

Authors: Sergio Garrido | Stanislav Borysov | Jeppe Rich | Francisco Pereira

Estimating Mann–Whitney-Type Causal Effects for Right-Censored Survival Outcomes

JOURNAL ARTICLE published 26 April 2019 in Journal of Causal Inference

Research funded by Hong Kong Polytechnic University (G-YBCU)

Authors: Zhiwei Zhang | Chunling Liu | Shujie Ma | Min Zhang

Balancing Score Adjusted Targeted Minimum Loss-based Estimation

JOURNAL ARTICLE published 1 September 2015 in Journal of Causal Inference

Authors: Samuel David Lendle | Bruce Fireman | Mark J. van der Laan

Causal inference with imperfect instrumental variables

JOURNAL ARTICLE published 6 May 2022 in Journal of Causal Inference

Authors: Nikolai Miklin | Mariami Gachechiladze | George Moreno | Rafael Chaves

Analysis of Subgroup Data of Clinical Trials

JOURNAL ARTICLE published 10 September 2013 in Journal of Causal Inference

Authors: Kao-Tai Tsai | Karl Peace