'Plasmode' Simulation

Creates realistic simulated datasets for causal inference based on a user-supplied example study, Franklin JM, Schneeweiss S, Polinski JM, and Rassen JA (2014) . It samples units from the data with replacement, and then simulates the exposure, the outcome, or both, based on the observed covariate values in the real data.


Reference manual

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0.1.0 by Younathan Abdia, 2 years ago

Browse source code at https://github.com/cran/Plasmode

Authors: Jessica M. Franklin , Younathan Abdia , Shirley V. Wang.

Documentation:   PDF Manual  

GPL-2 license

Imports mgcv, glm2, nlme, survival, MASS, arm, lme4, twang, gbm, lattice, splines, parallel, survey, grid, Matrix, xtable, latticeExtra, RColorBrewer, epiDisplay, foreign, nnet

See at CRAN