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stat.AP2024★ 1 cited
Bayesian Federated Inference for regression models based on non-shared multicenter data sets from heterogeneous populations
Marianne A Jonker, Hassan Pazira, Anthony CC Coolen
To estimate accurately the parameters of a regression model, the sample size must be large enough relative to the number of possible predictors for the model. In practice, sufficie…
stat.AP2023
Bayesian Federated Inference for estimating Statistical Models based on Non-shared Multicenter Data sets
Marianne A. Jonker, Hassan Pazira, Anthony CC Coolen
Identifying predictive factors for an outcome of interest via a multivariable analysis is often difficult when the data set is small. Combining data from different medical centers…