Results 61 to 70 of about 137 (85)

Bias of the additive hazard model in the presence of causal effect heterogeneity. [PDF]

Lifetime Data Anal
Post RAJ, van den Heuvel ER, Putter H.
europepmc   +1 more source

Mediation Analysis using Semi-parametric Shape-Restricted Regression with Applications. [PDF]

Sankhya Ser B
Yin Q, Jeong JH, Qin X, Peddada SD, Adibi JJ.   +4 more
europepmc   +1 more source

Causally Informative Entropic Inequalities within Families of Distributions with Shared Marginals. [PDF]

Entropy (Basel)
Chicharro D.
europepmc   +1 more source

Integrative analysis of high-dimensional RCT and RWD subject to censoring and hidden confounding. [PDF]

Lifetime Data Anal
Ye X, Yang S, Wang X, Liu Y.
europepmc   +1 more source

Assessing surrogate heterogeneity in real world data using meta-learners. [PDF]

J Causal Inference
Knowlton R, Parast L.
europepmc   +1 more source

The built-in selection bias of hazard ratios formalized using structural causal models. [PDF]

Lifetime Data Anal
Post RAJ, van den Heuvel ER, Putter H.
europepmc   +1 more source

Causal Structure Learning with Conditional and Unique Information Groups-Decomposition Inequalities. [PDF]

Entropy (Basel)
Chicharro D, Nguyen JK.
europepmc   +1 more source

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Variable Selection in Double/Debiased Machine Learning for Causal Inference: An Outcome-Adaptive Approach

Communications in Statistics Part B: Simulation and Computation, 2023
Mototsugu Shintani, Daijiro Kabata
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A Causal Bootstrap

Annals of Statistics, 2021
Konrad Menzel, Guido Imbens
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Orthogonal Statistical Learning

Annals of Statistics, 2023
Vasilis Syrgkanis
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