Evaluating Bias-Mitigated Predictive Models of Perinatal Mood and Anxiety Disorders
Sign Up to like & getrecommendations! Published in 2024 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2024.38152
Abstract: Key Points Question How accurate and fair are predictive models of postpartum depression, defined as screening above clinical cutoffs on psychometric screening tools, trained on commonly available electronic health records? Findings In this diagnostic study… read more here.
Keywords: mitigated predictive; evaluating bias; predictive models; bias mitigated ... See more keywords
Evaluating bias control strategies in observational studies using frequentist model averaging.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of biopharmaceutical statistics"
DOI: 10.1080/10543406.2021.1998095
Abstract: Estimating a treatment effect from observational data requires modeling treatment and outcome subject to uncertainty/misspecification. A previous research has shown that it is not possible to find a uniformly best strategy. In this article we… read more here.
Keywords: bias control; evaluating bias; model averaging; model ... See more keywords