2 papers
stat.ME2026
An Accurate and Single-Communication Federated Inference Algorithm
Laura Montagnani, Anthony CC Coolen, Marianne A Jonker
Joint analyses across multiple institutions are increasingly important in biomedical and epidemiological research, particularly for rare diseases where datasets are typical small.…
stat.AP2024
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…