This is a UCLA lecture,The aim of these materials is to help you increase your skills in using regression analysis with Stata. This web book does not teach regression, per se, but focuses on how to perform regression analyses using Stata. It is assumed that you have had at least a one quarter/semester course in regression (linear models) or a general statistical methods course that covers simple and multiple regression and have access to a regression textbook that explains the theoretical background of the materials covered in these chapters.

Section 1: Regression Concepts

Chapter 1 - Simple and Multiple Regression

Chapter 2 - Regression Diagnostics

Chapter 3 - Regression with Categorical Predictors

Chapter 4 Beyond OLS

Section 2: Categorical Coding and Interactions in Depth

Chapter 5 Additional coding systems for categorical variables in regression analysis

Chapter 6 More on interactions of categorical variables

Chapter 7 More on interactions of categorical and continuous variables

[此贴子已经被作者于2006-8-24 12:01:02编辑过]