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stat.ME2023
Bayesian Estimation of Propensity Scores for Integrating Multiple Cohorts with High-Dimensional Covariates
Subharup Guha, Yi Li
Comparative meta-analyses of groups of subjects by integrating multiple observational studies rely on estimated propensity scores (PSs) to mitigate covariate imbalances. However, P…
stat.ML2023
Kernel Cox partially linear regression: building predictive models for cancer patients' survival
Yaohua Rong, Sihai Dave Zhao, Xia Zheng +1
Wide heterogeneity exists in cancer patients' survival, ranging from a few months to several decades. To accurately predict clinical outcomes, it is vital to build an accurate pred…