Data Codebooks
Statistical Modeling and Computation for Educational Scientists
Front Matter
Introduction to Statistical Computation
1
R and RStudio: Installation and Setup
2
Getting Started with R
3
Data Structures in R
4
Data Wrangling with dplyr
5
Visualizing Data with ggplot2
Regression Basics
6
Simple Linear Regression—Description
7
Ordinary Least Squares (OLS) Estimation
8
Correlation and Standardized Regression
9
Coefficient-Level Inference
10
Model-Level Inference
Deeper Understanding
11
Introduction to Multiple Regression
12
Understanding Statistical Control
13
Distributional Assumptions Underlying the Regression Model
Extending the Regression Model
14
Dichotomous Categorical Predictors
15
Polychotomous Categorical Predictors
16
Introduction to Interaction Effects
17
More Interaction Effects
Data Codebooks
18
comic-characters.csv
19
fertility.csv
20
gapminder.csv
21
keith-gpa.csv
22
mn-schools.csv
23
riverview.csv
24
spice-girls.csv
25
substance-family.csv
26
work-demands.csv
Data Codebooks
In this section you can find the codebook associated with each of the datasets used in the book.
17
More Interaction Effects
18
comic-characters.csv