High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors.
bayesian variable selection
causal inference
high-dimensional data
shrinkage priors
Journal
Bayesian analysis
ISSN: 1936-0975
Titre abrégé: Bayesian Anal
Pays: United States
ID NLM: 101307045
Informations de publication
Date de publication:
Sep 2019
Sep 2019
Historique:
entrez:
21
5
2020
pubmed:
21
5
2020
medline:
21
5
2020
Statut:
ppublish
Résumé
In observational studies, estimation of a causal effect of a treatment on an outcome relies on proper adjustment for confounding. If the number of the potential confounders (
Identifiants
pubmed: 32431779
doi: 10.1214/18-ba1131
pmc: PMC7236769
mid: NIHMS1585461
doi:
Types de publication
Journal Article
Langues
eng
Pagination
805-828Subventions
Organisme : NCI NIH HHS
ID : R35 CA197449
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES028033
Pays : United States
Organisme : NIEHS NIH HHS
ID : T32 ES007142
Pays : United States
Organisme : NIEHS NIH HHS
ID : P30 ES000002
Pays : United States
Organisme : NIMHD NIH HHS
ID : DP2 MD012722
Pays : United States
Organisme : NIMHD NIH HHS
ID : P50 MD010428
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM111339
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES026217
Pays : United States
Organisme : NCI NIH HHS
ID : P01 CA134294
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES024332
Pays : United States
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