A Handbook of Statistical Analyses using R - Torsten Hothorn - Paperback Bog - Taylor & Francis Inc - 2014 - Engelsk - Booktok.dk

Description

Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis. New to the Third Edition - - Three new chapters on quantile regression, missing values, and Bayesian inference - Extra material in the logistic regression chapter that describes a regression model for ordered categorical response variables - Additional exercises - More detailed explanations of R code - New section in each chapter summarizing the results of the analyses - Updated version of the HSAUR package (HSAUR3), which includes some slides that can be used in introductory statistics courses - Whether you’re a data analyst, scientist, or student, this handbook shows you how to easily use R to effectively evaluate your data. With numerous real-world examples, it emphasizes the practical application and interpretation of results.