Getting Started
Introductory Economic Statistics: A Data-Driven Approach using R
Preface
Getting Started
1
First Steps
Univariate Data
2
Data & Visualization
3
Numerical Statistics
4
Sampling & Resampling
5
Random Variables
6
Statistical Theory
7
Confidence Intervals
8
\(p\)
-values
9
Advanced Probability
Bivariate Data
10
Bivariate Distributions
11
Comparing Groups
12
Statistics of Association
13
Simple Regression
14
Local Regression
15
Probability Theory
16
Testing Theory
17
Prediction
18
Data Analysis
Multivariate Data
19
Multiple Linear Regression
20
Model Assessment
21
Local Relationships
22
Observational Data
23
Experimental Data
24
Data Scientism
25
Misc. Multivariate Topics
Getting Started
We will use R statistical software, which you will be introduced to in the first chapter.
Preface
1
First Steps