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Open course index
Research methods
Causality Using Observational Data
causality observational
causality observational
Completion requirements
Click
causality_observational.pdf
link to view the file.
◄ Observational script
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Oznámení
Elena Llaudet, Kosuke Imai - Data Analysis for Social Science A Friendly And Practical Introduction-Princeton University Press (2022)
YouTube Tutorial - R and R Studio Setup
R Environment Download
R Studio Download
Tidyverse
Self-Guided Practice Exercises: To Access Them Run the Code in This R Script in RStudio
Data Analysis for Social Science: A Friendly and Practical Introduction - Student Resources
Interactive Graphs
Introduction to R
Video - Introduction
Introduction R - script
causality experiment presentation
Experimental script
Observational script
Refresher
Concepts and measures
Charts - The Economist
Video indicators
Building a database
Tidy Data
ISI WOS
Video HW2
Tables
Charts
HW III. Descriptive report
Pres
Plots
Estimating Causal Effects with Observational Data
Observational_script
UA survey
UA precincts
Video - Descriptive Statistics
Presentation - Descriptive Statistics
Data - Descriptive Statistics
Script - Population
Presentation - Data Transformation with dplyr
Video - Data Transformation with dplyr
dplyr
Presentation - Data Visualisation with ggplot2
Video - Data Visualisation with ggplot2
ggplot2
ChiSq
Video - Statistical Inference and Chi Test
Presentation - Statistical Inference and Chi Test
Presentation - Linear Regression
Video - Linear Regression
Life Expectancy Data
Methods OLS
Class rec
Gerring
Gerring2
Final task
Residuals
Residuals II
pres
Refresher ►