Quantitative Methods - Charles University

Overview

This is an intensive course in quantitative methods for social scientists. It focuses on developing your basic knowledge of statistical inference and application on OLS regression analysis. It combines exposition of statistical theory with practical programming in the language R.

Beginnings

R Notes: Getting Started with R

R Notes: Demonstration in R

Section 1

Quantification and Measurement

R Notes: Carrying out operations in R

Section 2

Descriptive Statistics

R Notes: Describing your data in R

Section 3

Inference

Hypothesis testing

R Script: Distributions

R Script: Hypothesis testing

Section 4

Regression

Multiple Regression

R Notes: Multiple Regression in R