Course notes for HDFS 523
1 About This Book
2 Data Cleaning
3 Describing Longitudinal Data
4 Matrix Algebra
5 Ordinary Least Squares
6 Linear Regression
7 Statistical Control
8 Logistic Regression
9 Poisson Regression
10 Marginal Effects
11 Two-Occasion Change
12 Introduction to Growth
13 Growth Curve Modeling
14 Nonlinear Growth Curves
15 Dyadic Data Analysis
16 Vector Autoregressive Models
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HDFS 523: Strategies for Data Analysis in Developmental Research

Chapter 6 Linear Regression

In Chapter 6 we will demonstrate how to estimate the linear regression model in R with an eye towards the longitudinal modeling to follow.