psfmi package update

With the psfmi_mm function pooling and selection of (generalized) linear mixed models, i.e linear and logistic mixed models, is possible. With the psfmi_stab function the stability of models after using psfmi_lr, psfmi_coxr and psfmi_mm can be evaluated. The latter function uses (single) bootstrapping for the psfmi_lr and psfmi_coxr functions and cluster bootstrapping for the psfmi_mm function. With the function the bootstrap inclusion frequency of predictors and models can be estimated.

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Martijn W Heymans

Assistant Professor of Applied Biostatistics | Department of Epidemiology and Data Science | Courses: Missing Data and Prediction Models and Machine Learning | Publications | email: mw.heymans@amsterdamumc.nl