Statistical Inference
4
Foundations for Inference
Applied Statistics
Preface
Preparing Data for Analysis
1
Workflow and Data Cleaning
2
Visualizing Data
3
Selecting Appropriate Analyses
Statistical Inference
4
Foundations for Inference
5
Bivariate Analysis
Regression Modeling
6
Introduction to Regression
7
Simple Linear Regression
8
Moderation and Stratification
9
Multiple Linear Regression
10
Model Building
11
Generalized Linear Models
12
Classification of Binary outcomes
Multivariate Analysis
13
Introduction
14
Principal Component Analysis
15
Factor Analysis
Multi-level Modeling
16
Introduction
17
Random Intercept Models
Other Topics
18
Missing Data
Appendix
19
Common Error Messages
20
Setup R & RStudio
Statistical Inference
4
Foundations for Inference
4
Foundations for Inference
Nothing here yet
3
Selecting Appropriate Analyses
5
Bivariate Analysis