R in Action, Second Edition. Data analysis and graphics with R. Robert I. Kabacoff. May ; ISBN ; pages; printed in black & white. R in Action has ratings and 20 reviews. Manny said: Mark said: I may not have every R book, but I definitely have too many of them. This may be my. SECOND EDITION. IN ACTION by Robert I. Kabacoff. Bonus chapter 23 graphics package included with R and specialized functions from author-contrib-.
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Nonparametric tests of group differences 7. Customizing the startup environment. Analysis of variance 9. Permutation test with the coin package. This book is designed for readers who need to solve practical data analysis problems using the R language and tools. Selecting the “best” regression model 8. Complete-case analysis listwise deletion. Nonparametric tests of group differences. I may not have every R book, but I definitely have too many of them. Generalized linear models and the glm kabbacoff Obe and Leo Kabqcoff.
Rob Kabacoff is a seasoned researcher who specializes in data analysis. If, like me, you lack deeper knowledge of statistical methods, you might find those chapters hard to follow, as only very brief statistical refreshes are provided.
Focusing on practical solutions, the book also offers a crash course R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. Exporting data from R. A review of the language This makes the reader bonded with the author, become its i.
Creating power analysis plots. You’ll also master R’s extensive graphical capabilities for exploring and presenting data visually. Trivia About R in Action. If you like books and love to build cool products, we may be looking for you.
R in Action by Robert Kabacoff
The four graphics systems in R. About the Technology R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. Obtaining principal components scores. R in Action is a language tutorial focused on practical problems.
Other editions – View all R in Action: Still, I believe that, if and when confronted with a real problem, chances actionn high this book would provide numerous pointers to high quality source material. You’ll also master R’s extensive graphical capabilities for exploring and presenting data visually. Creating dynamic reports Fanfan rated it it was amazing Feb 12, A crash course on terminology.
R in Action
Packages used in this book. Choosing a best predictive solution. Permutation tests with the lmPerm package Naomi Ceder Foreword by Nicholas Tollervey. Understanding the sources and impact of missing data. It presents useful statistics examples and includes elegant methods for handling messy, incomplete, and nonnormal data that are difficult to analyze using traditional methods. Also-I like the guy on the cover. Listen to this book in liveAudio!
Most aspects of the data extraction, manipulation and presentation are covered. R in Action, Second Edition teaches you how to use the R language by presenting examples relevant to actioon, technical, and business developers.
Focusing on practical solutions, the book also offers a crash course in practical statistics and covers elegant methods for dealing with messy and incomplete data using features of R. Summary R in Action is the first book to present both the Actiion system and the use cases that make it such a compelling package for business developers. Highly recommended as a good basis for further learning and exploration, as well as a companion during initial delvings into R.
Great beginner book for learning the R statistical computing program. Exporting data from R. Introduction i R 1. A menagerie of methods. R in Action is the first kabaclff to present both the R system and the use cases actioj make it such a compelling package for business developers.
You’ll also master R’s extensive graphical capabilities for exploring and presenting data visually. It runs on all important platforms and provides thousands of useful specialized modules and utilities. Visit our Beautiful Books page and find lovely books for kids, photography lovers and more. Using the rattle package for data mining. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report kxbacoff.