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Subject : qa273-280 Publication : journal of causal inference

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Academic Journal

A phenomenological account for causality in terms of elementary actions

Authors : Janzing Dominik; Mejia Sergio Hernan Garrido

Subjects: causal abstractions; independence of mechanisms; complexity of interventions

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 8-14 (2024)

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Academic Journal

Energy balancing of covariate distributions

Authors : Huling Jared D.; Mak Simon

Subjects: energy distance; causal inference; covariate balance

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 727-53 (2024)

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Academic Journal

Nonparametric estimation of conditional incremental effects

Authors : McClean Alec; Branson Zach; Kennedy Edward H.

Subjects: conditional effects; nonparametric estimators; stochastic interventions

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 7353-60 (2024)

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Academic Journal

Regression(s) discontinuity: Using bootstrap aggregation to yield estimates of RD treatment effects

Authors : Long Mark C.; Rooklyn Jordan

Subjects: data-driven algorithm; regression discontinuity; bootstrap

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 991-1007 (2024)

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Academic Journal

Doubly weighted M-estimation for nonrandom assignment and missing outcomes

Authors : Negi Akanksha

Subjects: unconfoundedness; missing at random; double weighting

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 214-37 (2024)

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Academic Journal

Evaluating Boolean relationships in Configurational Comparative Methods

Authors : De Souter Luna

Subjects: qualitative comparative analysis; coincidence analysis; inus-causation

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 239-71 (2024)

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Academic Journal

Comparison of open-source software for producing directed acyclic graphs

Authors : Pitts Amy J.; Fowler Charlotte R.

Subjects: directed acyclic graphs; tikz; dagitty, ggdag

Source: Journal of Causal Inference, Vol 12, Iss 1, Pp 37-48 (2024)

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Academic Journal

Confidence in causal inference under structure uncertainty in linear causal models with equal variances

Authors : Strieder David; Drton Mathias

Subjects: confidence intervals; causal-effects; linear structural equation models

Source: Journal of Causal Inference, Vol 11, Iss 1, Pp 240-8 (2023)

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Academic Journal

All models are wrong, but which are useful? Comparing parametric and nonparametric estimation of causal effects in finite samples

Authors : Rudolph Kara E.; Williams Nicholas T.; Miles Caleb H.

Subjects: parametric; nonparametric; causal inference

Source: Journal of Causal Inference, Vol 11, Iss 1, Pp 315-31 (2023)

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Academic Journal

Identification of in-sample positivity violations using regression trees: The PoRT algorithm

Authors : Danelian Gabriel; Foucher Yohann; Léger Maxime

Subjects: causal inference; common support; decision tree

Source: Journal of Causal Inference, Vol 11, Iss 1, Pp 644-54 (2023)

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