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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R in Action : Robert I. Kabacoff :

Big Data Principles and best practices of scalable realtime data systems. You’ll also master R’s extensive graphical capabilities for exploring and presenting data visually. We’re featuring millions of their reader ratings on our book pages to help you find your new favourite book.

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R in Action, Second Edition presents both actionn R language and the examples that make it so useful for business developers. Entering data from the keyboard.


Part I Getting Started

Steps in dealing with missing data. Refresh and try again.

Naomi Ceder Foreword by Nicholas Tollervey. May 01, Raconteur rated it liked it. Understanding the sources and impact of missing data.

Manning | R in Action

Scenarios for using OLS regression. Essential to anyone doing data analysis with R, whether in industry or academia. Machine Learning in Action.

Focusing on realistic data analyses and a comprehensive integration of graphics, it follows the steps that real data analysts use to acquire their data, get it into shape, analyze it, and produce meaningful results that they can provide to clients. Adding text, customized axes, and legends. Analysis of variance 9. He has great sections on regression diagnostics, on ANOVA, general linear models, power analysis and missing values.

To ask other readers questions about R in Actionplease sign up. Jul 12, Jerrie Kumalah rated it it was amazing. Jun XIE rated it it was amazing Aug 02, Working with R 1. Generalized linear models 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. The book begins by introducing the R language, including the development environment.


It is not all inclusive, but the author covers many things not covered elsewhere and he has a personable and practical voice. Van rated it liked it Feb 18, Bootstrapping with the boot package.

Dec 30, Colin Jones rated it really liked it. Complete-case analysis listwise deletion. Model fit and regression diagnostics. Exponential forecasting models Independence in contingency tables.

R in Action

Creating dynamic reports with R and Open Document. Selecting the “best” regression model. Permutation tests with the lmPerm package