A latent class model for obesity
Access Status
Open access
Authors
Greene, W.
Harris, Mark N.
Hollingsworth, B.
Pushkar, M.
Date
2014Collection
Type
Journal Article
Metadata
Show full item recordAbstract
We extend the discrete data latent class literature by explicitly defining a latent variable for class membership as a function of both observables and unobservables, thereby allowing the equations defining the class membership and observed outcomes to be correlated. The procedure is then applied to modelling observed obesity outcomes, based upon an underlying ordered probit equation.
Citation
Greene, W. and Harris, M.N. and Hollingsworth, B. and Pushkar, M. 2014. A latent class model for obesity. Economics Letters. 123 (1): pp. 1-5.
Source Title
Economics Letters
Department
School of Economics and Finance
Related items
Showing items related by title, author, creator and subject.
-
Hensher, D.; Collins, A.; Greene, William (2013)Latent class models offer an alternative perspective to the popular mixed logit form, replacing the continuous distribution with a discrete distribution in which preference heterogeneity is captured by membership of ...
-
Sheikhi, Abdullah (2008)Aim: This study aims to investigate the genetic components of Attention Deficit Hyperactivity Disorder (ADHD), Reading Disability (RD), and their comorbidity. Methods: Three approaches were applied to data from 2610 ...
-
Jelly, Renee Michelle (2010)The ability to detect latent fingermarks on porous surfaces, such as paper-based documents, is extremely important in resolving criminal cases. Detection methods that target amino acids present in latent fingermark deposits ...