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
Random Variables
5
Sampling & Resampling
6
Statistical Theory
7
Confidence Intervals
8
Hypothesis Testing
9
Advanced Probability
Bivariate Data
10
Bivariate Distributions
11
Comparing Two Groups
12
Statistics of Association
13
Simple Regression
14
Local Regression
15
Inference
16
Bivariate Probability
17
Testing Theory
18
Data Analysis
Multivariate Data
19
Multiple Linear Regression
20
Comparing Multiple Groups
21
Model Assessment
22
Local Relationships
23
Observational Data
24
Experimental Data
25
Data Scientism
26
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