The R Book (Google eBook)The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines.
The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences. |
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Review: The R Book
User Review - Sam - GoodreadsIt's hard to find a good R-Book. This one did the job for me while I was learning, but you will be lost if you are not on r-seek constantly filling the gaps. This book also requires a strong stomach ... Read full review
Contents
vii | |
1 | |
9 | |
3 Data Input | 97 |
4 Dataframes | 107 |
5 Graphics | 135 |
6 Tables | 183 |
7 Mathematics | 195 |
16 Proportion Data | 569 |
17 Binary Response Variables | 593 |
18 Generalized Additive Models | 611 |
19 MixedEffects Models | 627 |
20 Nonlinear Regression | 661 |
21 Tree Models | 685 |
22 Time Series Analysis | 701 |
23 Multivariate Statistics | 731 |
8 Classical Tests | 279 |
9 Statistical Modelling | 323 |
10 Regression | 387 |
11 Analysis of Variance | 449 |
12 Analysis of Covariance | 489 |
13 Generalized Linear Models | 511 |
14 Count Data | 527 |
15 Count Data in Tables | 549 |
24 Spatial Statistics | 749 |
25 Survival Analysis | 787 |
26 Simulation Models | 811 |
27 Changing the Look of Graphics | 827 |
873 | |
877 | |