Chapter

Fitting Cox Regression Models

Judith D. Singer and John B. Willett

in Applied Longitudinal Data Analysis

Published in print May 2003 | ISBN: 9780195152968
Published online September 2009 | e-ISBN: 9780199864980 | DOI: http://dx.doi.org/10.1093/acprof:oso/9780195152968.003.0014
Fitting Cox Regression Models

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This chapter describes the conceptual underpinnings of the Cox regression model and demonstrates how to fit it to data. Section 14.1 begins by developing the Cox model specification itself, demonstrating why it is a sensible representation. Section 14.2 describes how the model is fit. Section 14.3 examines the results of model fitting, showing how to interpret parameters, test hypotheses, evaluate goodness-of-fit, and summarize effects. Section 14.4 concludes by presenting strategies for displaying results graphically.

Keywords: continuous-time hazard; Cox regression model; model fitting; parameters; hypotheses; goodness-of-fit

Chapter.  14470 words.  Illustrated.

Subjects: Public Health and Epidemiology

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