R is for randomization: complex randomization of patients in clinical trials

From R/Medicine Conference 2022 Steven Schwager is a Professor Emeritus at Cornell University and Chair of the Executive Advisory Board at White Paper Capital Partners Sections 0:00 Introduction 1:11 The need for efficient randomization 2:32 Advantages of randomization 3:15 Overview: basic types of randomization 5:36 Evaluating randomization plan performance 7:10 Complete randomization 8:09 Stratified permuted block randomization 9:19 DA/ Covariate adjusted randomization 12:35 DA/ Covariate adjusted randomization details 1 and 2 15:26 Statistical analysis for randomization methods 16:38 Dynamic allocation example of DA1, Best, and 2nd best 17:08 Dynamic allocation example of DA2, complete Randzn 17:52 DA / Covariate adjusted randomization in R 19:00 Comparing randomization methods 19:26 Conclusions on comparing randomization models More Resources R/Medicine Event site: https://events.linuxfoundation.org/r-... Main Site: https://www.r-consortium.org/ News: https://www.r-consortium.org/news Blog: https://www.r-consortium.org/news/blog Join: https://www.r-consortium.org/about/join Twitter:   / rconsortium   LinkedIn:   / r-consortium