Skip to Main Content
Ordered Regression Models
book

Ordered Regression Models

by Andrew S. Fullerton, Jun Xu
April 2016
Intermediate to advanced content levelIntermediate to advanced
188 pages
7h 28m
English
Chapman and Hall/CRC
Content preview from Ordered Regression Models
60 Ordered Regression Models
There are several results that are consistent across the three models. The coefcients
for age and age-squared are signicant in each model. We will focus on these nonlinear
patterns in more detail in Figure3.1. Education and log income have signicant, positive
effects on health and the coefcients are constrained to remain constant across levels of
health. Using the logit link, we see that a standard deviation increase in education is asso-
ciated with a decrease in the odds of poorer health by a factor of 0.73 or 27%.
*
Similarly, a
standard deviation increase in the log of family income is associated with a decr ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Introduction to Bayesian Estimation and Copula Models of Dependence

Introduction to Bayesian Estimation and Copula Models of Dependence

Arkady Shemyakin, Alexander Kniazev
Case Studies in Bayesian Statistical Modelling and Analysis

Case Studies in Bayesian Statistical Modelling and Analysis

Clair L. Alston, Kerrie L. Mengersen, Anthony N. Pettitt

Publisher Resources

ISBN: 9781466569744