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High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors

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 (p) is larger than the number of observations (n), then direct control for all potential confounders is infeasible. Existing ap...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Bayesian Anal
मुख्य लेखकों: Antonelli, Joseph, Parmigiani, Giovanni, Dominici, Francesca
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: 2019
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC7236769/
https://ncbi.nlm.nih.gov/pubmed/32431779
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/18-ba1131
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