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2018;9(900) [PMC free article: PMC6052131] [PubMed: 30050464] 42
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Leave-one-out sensitivity analysis found consistent results with the main analysis, except for the outcome of acute kidney failure in which there was a significant reduction with GLP-1 RA vs controls after the exclusion of the AMPLITUDE-O (Effect of Efpeglenatide on Cardiovascular Outcomes) trial (Supplemental Figures 18 to 26)
To ensure that our results were robust to the imputation methodology utilized for missing data, we tested additional data imputation methods beyond multiple imputation, including Random Forest (RF), K Nearest Neighbor (KNN), and Bayesian Ridge Regression (BR) estimation
