Call number:
AWI S2-12-0083
Description / Table of Contents:
Beginning R: An Introduction to Statistical Programming shows you how to use this open-source language and take advantage of its extensive statistical and graphing capabilities. Indeed, R has become the de facto standard for doing, teaching, and learning computational statistics. With this book, you'll learn the language by using it right from the start - an approach giving valuable, firsthand experience. Author and expert R programmer Larry Pace guides you through a wide range of projects, teaching you best practices and offering clear explanations of the statistics involved and how they are applied. You'll see how to: acquire and install R; import and export data and scripts; generate basic statistics and graphics; write custom functions in the R language; explore different statistical interpretations of your data; implement simulations and other advanced techniques.
Type of Medium:
Monograph available for loan
Pages:
xxiv, 310 Seiten
,
Illustrationen
ISBN:
9781430245544
Series Statement:
The expert's voice in programming
Language:
English
Note:
Contents: About the author. - About the technical reviewer. - Acknowledgments. - Introduction. - Chapter 1: Getting R and getting started. - Chapter 2: Programming in R. - Chapter 3: Writing reusable functions. - Chapter 4: Summary statistics. - Chapter 5: Creating Tables and graphs. - Chapter 6: Discrete probability distributions. - Chapter 7: Computing normal probabilities. - Chapter 8: Creating confidence intervals. - Chapter 9: Performing t tests. - Chapter 10: One-way analysis of variance. - Chapter 11: Advanced analysis of variance. - Chapter 12: Correlation and regression. - Chapter 13: Multiple regression. - Chapter 14: Logistic regression. - Chapter 15: Chi-square tests. - Chapter 16: Nonparametric tests. - Chapter 17: Using R for simulation. - Chapter 18: The 'new' statistics: resampling and bootstrapping. - Chapter 19: Making an R package. - Chapter 20: The R commander package. - Index
Location:
AWI Reading room
Branch Library:
AWI Library
