Reproduce the results from the paper: "Decision Curve Analysis for Personalized Treatment Choice between Multiple Options. K. Chalkou, et. al. Med Decis Making . 2023 Apr;43(3):337-349. doi: 10.1177/0272989X221143058." This methodological paper describes the methods for evaluating the clinical utility of prediction model with multiple treatments.
Visualize Multi-Component Interventions in Network Meta-Analysis
Reproduce results feom the paper "A two-stage prediction model for heterogeneous effects of treatments. K. Chalkou, et. al. Statistics in Medicine. 2021 Sep 10;40(20):4362-4375. doi: 10.1002/sim.9034"
Stochastic Search Inconsistency Factor Selection
Bayesian NMA of advanced NSCLC treatments across 10 studies using gemtc and JAGS — fixed/random effects models, DIC model selection, SUCRA rankings, full league table, node-splitting consistency check, and heterogeneity estimation for NICE STA submissions.
Reproduce results from the paper "Combining randomized and non-randomized data to predict heterogeneous effects of competing treatments."
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