Book : Modern Applied Statistics with S. 4th edition.

Format : pdf. 495 pages.

Size : 2.97MB.

Publisher : Springer

Content:

1 Introduction

2 Data Manipulation

3 The S Language

4 Graphics

5 Univariate Statistics

6 Linear Statistical Models

7 Generalized Linear Models

8 Non-Linear and Smooth Regression

9 Tree-Based Methods

10 Random and Mixed Effects

11 Exploratory Multivariate Analysis

12 Classification

13 Survival Analysis

14 Time Series Analysis

15 Spatial Statistics

16 Optimization