Transcription of Introduction to Simulations in R
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Introduction to Simulations in R
Introduction to Simulations in RCharles DiMaggio, PhD, MPH, PA-CNew York University Department of Surgery and Population HealthNYU-Bellevue Division of Trauma and Surgical Critical CareJune 10, DiMaggio, PhD, MPH, PA-C (New York University Department of Surgery and Population Health NYU-Bellevue Division of Trauma and Surgical Critical Care) Introduction to Simulations in RJune 10, 20151 / 48 Outline1sampling in R2simulating risk ratios3simulation for statistical inference4simulation to summarize and predict regression resultssimulating predictive uncertainty in complex models5simulation for model checking and fitPoisson exampleCharles DiMaggio, PhD, MPH, PA-C (New York University Department of Surgery and Population Health NYU-Bellevue Division of Trauma and Surgical Critical Care) Introduction to Simulations in RJune 10, 20152 / 48 This material has been shamelessly and read this book!Gellman and Hill, Data Analysis Using Regression andMulitlevel/Hierarchical Models , Cambridge University Press, 2007.
r.plac<-plac/11034 rr.sim <- r.tx/r.plac mean(rr.sim) quantile(rr.sim, c(0.025, 0.975)) sd(rr.sim) Charles DiMaggio, PhD, MPH, PA-C (New York University Department of Surgery and Population Health NYU-Bellevue Division of Trauma and Surgical Critical Care)Introduction to Simulations in R June 10, 2015 14 / 48.
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