Beginning R An Introduction to Statistical Programming, 2nd Edition by Larry Pace

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Author
Larry Pace
Publisher
Apress
ISBN
978-1484203736
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Description

Beginning R: An Introduction to Statistical Programming, Second Edition, authored by Larry Pace, delves into the fundamentals of using the R language for statistical programming. This comprehensive guide covers essential skills such as writing and saving R scripts, handling data files, and creating custom statistical functions alongside utilizing built-in functionalities. The book explores practical applications including one-way ANOVA analysis, linear and logistic regression, and data visualization techniques. It also introduces readers to parallel processing and bootstrapping methods, all while emphasizing the best practices in statistics with clear explanations of the methodologies employed. Since its first edition, this revised version has been updated to leverage the latest packages and features introduced in R version 3, ensuring that learners are equipped with the most current knowledge and tools.