Data in R
1
Preface
2
Getting started in R (Installations and tutorials)
2.1
Introduction
2.2
What is R?
2.3
Downloading and Installing R
2.4
Getting Started in R
2.5
Exercises 1:
3
R Basics and Simulations
3.1
Packages in R
3.2
LOOPS
3.2.1
For Loops
3.2.2
While Loops
3.3
Simulations
4
Data types, sources, and wrangling
5
Descriptive studies
6
Simple Linear Regression
7
Multiple Regression
8
Logit and probit Models
9
Time Series Analysis – ARIMA Models
10
VAR and SVAR
11
Panel data Analysis
12
An Introduction to Machine Learning Algorithms
Published with bookdown
A RUDIMENTARY GUIDE TO DATA ANALYSIS USING R
Chapter 11
Panel data Analysis