Course Description

Advanced Statistical Methods Using R is a course designed to provide students with a deeper understanding of statistical analysis techniques using the R programming language. Building upon basic statistical concepts, this course delves into advanced statistical methods and their practical application in data analysis and research. This course provides an in-depth exploration of advanced statistical methods using the R programming language. Participants will learn advanced techniques for data analysis and modeling, including multivariate analysis, time series analysis, and survival analysis. Topics covered include linear mixed-effects models, hierarchical clustering, principal component analysis, and generalized linear models. Through hands-on exercises and projects, participants will gain proficiency in applying advanced statistical methods to solve complex data analysis problems and extract meaningful insights from diverse datasets.