EconPapers    
Economics at your fingertips  
 

Journal of Causal Inference

2013 - 2025

Current editor(s): Elias Bareinboim, Jin Tian and Iván Díaz

From De Gruyter
Bibliographic data for series maintained by Peter Golla ().

Access Statistics for this journal.
Is something missing from the series or not right? See the RePEc data check for the archive and series.


Volume 9, issue 1, 2021

Two seemingly paradoxical results in linear models: the variance inflation factor and the analysis of covariance pp. 1-8 Downloads
Ding Peng
Identification of causal intervention effects under contagion pp. 9-38 Downloads
Cai Xiaoxuan, Loh Wen Wei and Crawford Forrest W.
Decision-theoretic foundations for statistical causality pp. 39-77 Downloads
Dawid Philip
Radical empiricism and machine learning research pp. 78-82 Downloads
Pearl Judea
A fundamental measure of treatment effect heterogeneity pp. 83-108 Downloads
Levy Jonathan, Mark van der Laan, Hubbard Alan and Pirracchio Romain
Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation pp. 109-146 Downloads
Baumann Philipp F. M., Schomaker Michael and Enzo Rossi
Designing experiments informed by observational studies pp. 147-171 Downloads
Rosenman Evan T. R. and Owen Art B.
Nonparametric inference for interventional effects with multiple mediators pp. 172-189 Downloads
Benkeser David and Ran Jialu
Novel bounds for causal effects based on sensitivity parameters on the risk difference scale pp. 190-210 Downloads
Sjölander Arvid and Hössjer Ola
Estimating causal effects with the neural autoregressive density estimator pp. 211-228 Downloads
Garrido Sergio, Borysov Stanislav, Rich Jeppe and Pereira Francisco
On the bias of adjusting for a non-differentially mismeasured discrete confounder pp. 229-249 Downloads
Peña Jose M., Balgi Sourabh, Sjölander Arvid and Gabriel Erin E.
Learning linear non-Gaussian graphical models with multidirected edges pp. 250-263 Downloads
Liu Yiheng, Robeva Elina and Wang Huanqing
Conditional as-if analyses in randomized experiments pp. 264-284 Downloads
Pashley Nicole E., Basse Guillaume W. and Miratrix Luke W.
Causal versions of maximum entropy and principle of insufficient reason pp. 285-301 Downloads
Janzing Dominik
Incremental intervention effects in studies with dropout and many timepoints# pp. 302-344 Downloads
Kim Kwangho, Kennedy Edward H. and Naimi Ashley I.
Optimal balancing of time-dependent confounders for marginal structural models pp. 345-369 Downloads
Kallus Nathan and Santacatterina Michele

Volume 8, issue 1, 2020

Unifying Gaussian LWF and AMP Chain Graphs to Model Interference pp. 1-21 Downloads
Peña Jose M.
Unifying Gaussian LWF and AMP Chain Graphs to Model Interference pp. 1-21 Downloads
Peña Jose M.
A Combinatorial Solution to Causal Compatibility pp. 22-53 Downloads
Fraser Thomas C.
A Combinatorial Solution to Causal Compatibility pp. 22-53 Downloads
Fraser Thomas C.
Post-randomization Biomarker Effect Modification Analysis in an HIV Vaccine Clinical Trial pp. 54-69 Downloads
Gilbert Peter B., Blette Bryan S., Shepherd Bryan E. and Hudgens Michael G.
Post-randomization Biomarker Effect Modification Analysis in an HIV Vaccine Clinical Trial pp. 54-69 Downloads
Gilbert Peter B., Blette Bryan S., Hudgens Michael G. and Shepherd Bryan E.
The Inflation Technique Completely Solves the Causal Compatibility Problem pp. 70-91 Downloads
Navascués Miguel and Wolfe Elie
The Inflation Technique Completely Solves the Causal Compatibility Problem pp. 70-91 Downloads
Navascués Miguel and Wolfe Elie
Averaging causal estimators in high dimensions pp. 92-107 Downloads
Antonelli Joseph and Cefalu Matthew
Estimating population average treatment effects from experiments with noncompliance pp. 108-130 Downloads
Ottoboni Kellie N. and Poulos Jason V.
A Two-Stage Joint Modeling Method for Causal Mediation Analysis in the Presence of Treatment Noncompliance pp. 131-149 Downloads
Park Soojin and Kürüm Esra
On the Monotonicity of a Nondifferentially Mismeasured Binary Confounder pp. 150-163 Downloads
Peña Jose M.
Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs pp. 164-181 Downloads
Crespo Cristian
Instruments with Heterogeneous Effects: Bias, Monotonicity, and Localness pp. 182-208 Downloads
Nick Huntington-Klein
When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method pp. 209-228 Downloads
Parast Layla, Hunt Priscillia, Griffin Beth Ann and David Powell
A note on a sensitivity analysis for unmeasured confounding, and the related E-value pp. 229-248 Downloads
Sjölander Arvid
Estimating Average Treatment Effects Utilizing Fractional Imputation when Confounders are Subject to Missingness pp. 249-271 Downloads
Corder Nathan and Yang Shu
Identification and Estimation of Intensive Margin Effects by Difference-in-Difference Methods pp. 272-285 Downloads
Markus Hersche and Elias Moor
Direct Effects under Differential Misclassification in Outcomes, Exposures, and Mediators pp. 286-299 Downloads
Li Yige and VanderWeele Tyler J.
Improved Doubly Robust Estimation in Marginal Mean Models for Dynamic Regimes pp. 300-314 Downloads
Sun Hao, Ertefaie Ashkan, Lu Xin and Johnson Brent A.

Volume 7, issue 2, 2019

Sufficient Causes: On Oxygen, Matches, and Fires pp. 8 Downloads
Pearl Judea
Technical Considerations in the Use of the E-Value pp. 11 Downloads
VanderWeele Tyler J., Ding Peng and Mathur Maya
A Gaussian Process Framework for Overlap and Causal Effect Estimation with High-Dimensional Covariates pp. 13 Downloads
Ghosh Debashis and Cruz Cortés Efrén
Regression Adjustments for Estimating the Global Treatment Effect in Experiments with Interference pp. 36 Downloads
Chin Alex
The Inflation Technique for Causal Inference with Latent Variables pp. 51 Downloads
Wolfe Elie, Spekkens Robert W. and Fritz Tobias
The Inflation Technique for Causal Inference with Latent Variables pp. 51 Downloads
Wolfe Elie, Spekkens Robert W. and Fritz Tobias

Volume 7, issue 1, 2019

A Falsifiability Characterization of Double Robustness Through Logical Operators pp. 4 Downloads
Frangakis Constantine
On the Interpretation of do(x)do(x) pp. 6 Downloads
Pearl Judea
Estimating Causal Effects of New Treatments Despite Self-Selection: The Case of Experimental Medical Treatments pp. 8 Downloads
Hazlett Chad
Learning Heterogeneity in Causal Inference Using Sufficient Dimension Reduction pp. 14 Downloads
Luo Wei, Wu Wenbo and Zhu Yeying
Estimating Mann–Whitney-Type Causal Effects for Right-Censored Survival Outcomes pp. 15 Downloads
Zhang Zhiwei, Liu Chunling, Ma Shujie and Zhang Min
The Entry of Randomized Assignment into the Social Sciences pp. 16 Downloads
Jamison Julian C.
New Traffic Conflict Measure Based on a Potential Outcome Model pp. 19 Downloads
Yamada Kentaro and Kuroki Manabu
Approximate Kernel-Based Conditional Independence Tests for Fast Non-Parametric Causal Discovery pp. 24 Downloads
Strobl Eric V., Zhang Kun and Visweswaran Shyam
Randomization Tests that Condition on Non-Categorical Covariate Balance pp. 29 Downloads
Branson Zach and Miratrix Luke W.
Page updated 2025-09-23