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WhatIF: R Software for Evaluating Counterfactuals

Journal of Statistical Software, 2005
WhatIf is an R package that implements the methods for evaluating counterfactuals introduced in King and Zeng (2006a) and King and Zeng (2006b). It offers easy-to-use techniques for assessing a counterfactual’s model dependence without having to conduct ...
Heather Stoll, Gary King, Langche Zeng
doaj  

Explainable artificial intelligence for molecular design in pharmaceutical research. [PDF]

Chem Sci
Lamens A, Bajorath J.
europepmc   +1 more source

Explainable artificial intelligence for materials discovery: application to catalysts for the HER and ORR. [PDF]

Chem Sci
Vassilev-Galindo V, LLorca J.
europepmc   +1 more source

Development and validation of an AI algorithm to generate realistic and meaningful counterfactuals for retinal imaging based on diffusion models. [PDF]

PLOS Digit Health
Ilanchezian I, Boreiko V, Kühlewein L, Huang Z, Seçkin Ayhan M, Hein M, Koch L, Berens P.   +7 more
europepmc   +1 more source

Counterfactual thinking within the first year after sexual assault: examining associations with posttraumatic stress reactions in the (Norwegian) TRUST-study. [PDF]

Eur J Psychotraumatol
Blix I, Kanten AB, Wentzel-Larsen T, Undset A, Rustand A, Thoresen S.   +5 more
europepmc   +1 more source

Measuring impacts: a scoping review of healthcare impact evaluations. [PDF]

Health Res Policy Syst
Correia LR, Martins JC, Rother ET, de Soárez PC.   +3 more
europepmc   +1 more source

Mitigating Molecular Aggregation in Drug Discovery With Predictive Insights From Explainable AI. [PDF]

Angew Chem Int Ed Engl
Sturm H, Teufel J, Isfeld KA, Friederich P, Davis RL.   +4 more
europepmc   +1 more source

Investigating causal relations between brain morphology and genetic risk variants in Parkinson's disease. [PDF]

Neuroimage Clin
Dagasso G, Vigneshwaran V, Winder AJ, Souza R, Ohara EY, Wilms M, Forkert ND.   +6 more
europepmc   +1 more source

Computational basis of hierarchical and counterfactual information processing. [PDF]

Nat Hum Behav
Ramadan M, Tang C, Watters N, Jazayeri M.   +3 more
europepmc   +1 more source

Assessing the scientific and economic impacts of the experiments conducted onboard the International Space Station. [PDF]

NPJ Microgravity
Wang M, Savin K.
europepmc   +1 more source