ALL 10 CHAPTERS COVERED
SOLUTIONS MANUAL
, Instructor’s Manual for
Exploratory Data Analysis Using R
Ronald K. Pearson
September 13, 2017
,ii
, Contents
Preface v
I Analyzing Data Interactively with R 1
1 Data, Exploratory Analysis, and R 3
2 Graphics in R 15
3 Exploratory Data Analysis: A First Look 29
4 Working with External Data 43
5 Linear Regression Models 53
6 Crafting Data Stories 77
II Developing R Programs 79
7 Programming in R 81
8 Working with Text Data 95
9 Exploratory Data Analysis: A Second Look 111
10 More General Predictive Models 131
iii
SOLUTIONS MANUAL
, Instructor’s Manual for
Exploratory Data Analysis Using R
Ronald K. Pearson
September 13, 2017
,ii
, Contents
Preface v
I Analyzing Data Interactively with R 1
1 Data, Exploratory Analysis, and R 3
2 Graphics in R 15
3 Exploratory Data Analysis: A First Look 29
4 Working with External Data 43
5 Linear Regression Models 53
6 Crafting Data Stories 77
II Developing R Programs 79
7 Programming in R 81
8 Working with Text Data 95
9 Exploratory Data Analysis: A Second Look 111
10 More General Predictive Models 131
iii
