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The "best" models were then refitted in a Bayesian framework. Estimates agreed very closely. NMA models with time-varying hazard ratios can be explored efficiently with a stepwise approach. A frequentist fixed-effect framework enables rapid exploration of different models. The best model can then be assessed further in a Bayesian framework to capture and propagate uncertainty for decision-making. NMA models with time-varying hazard ratios can be explored efficiently with a stepwise approach. A frequentist fixed-effect frame

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