Too many zeros and/or highly skewed? A tutorial on modelling health behaviour as count data with Poisson and negative binomial regression

Background Dependent variables in health psychology are often counts, for example, of a behaviour or number of engagements with an intervention. These counts can be very strongly skewed, and/or contain large numbers of zeros as well as extreme outliers. For example, ‘How many cigarettes do you smoke...

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Bibliographic Details
Published in:Health Psychology and Behavioral Medicine
Main Author: James A. Green
Format: Article
Language:English
Published: Taylor & Francis Group 2021-01-01
Subjects:
Online Access:http://dx.doi.org/10.1080/21642850.2021.1920416