6 citations · 12 across the 6 of their papers we have counts for
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BFI: An R Package for Bayesian Federated Inference
Hassan Pazira, Marianne A. Jonker
Bayesian Federated Inference (BFI) estimates statistical models from multicenter data when individual-level observations cannot be combined across centers. We present \pkg{BFI}, an…
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.…
Bayesian Federated Inference for Survival Models
Hassan Pazira, Emanuele Massa, Jetty AM Weijers +2
In cancer research, overall survival and progression free survival are often analyzed with the Cox model. To estimate accurately the parameters in the model, sufficient data and, m…
Correction of overfitting bias in regression models
Emanuele Massa, Marianne Jonker, Kit Roes +1
Regression analysis based on many covariates is becoming increasingly common. However, when the number of covariates is of the same order as the number of observations , max…