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Interpreting and Visualizing Regression Models Using Stata book cover

2nd Edition

Interpreting and Visualizing Regression Models Using Stata

By Michael N. Mitchell Copyright 2021
610 Pages
by Stata Press

Interpreting and Visualizing Regression Models Using Stata , Second Edition provides clear and simple examples illustrating how to interpret and visualize a wide variety of regression models. Including over 200 figures, the book illustrates linear models with continuous predictors (modeled linearly, using polynomials, and piecewise), interactions of continuous predictors, categorical predictors,... Read more

Introduction

Continuous predictors: Linear

Continuous predictors: Polynomials

Continuous predictors: Piecewise models

Continuous by continuous interactions

Continuous by continuous by continuous interactions

Categorical predictors

Categorical by categorical interactions

Categorical by categorical by categorical interactions

Linear by categorical interactions

Polynomial by categorical interactions

Piecewise by categorical interactions

Continuous by continuous by categorical interactions

Continuous by categorical by categorical interactions

Multilevel models

Time as a continuous predictor

Time as a categorical predictor

Nonlinear models

Complex survey data

Biography

Michael N. Mitchell is a senior statistician working in the area of sleep research as well as working on prevention of child maltreatment with the Children’s Data Network. He is the author of three other Stata Press books—A Visual Guide to Stata Graphics, Data Management Using Stata, and Stata for the Behavioral Sciences.

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