A test of the mediating effects of social interaction, physical fitness, and alleviation of negative emotions in the influence of physical exercise on residents' subjective wellbeing-empirical analysis based on CGSS 2023. [PDF]
Zhao S, Huang H.
europepmc +1 more source
A test of the normality assumption in ordered probit model
This paper presents a Lagrange multiplier test of the normality assumption underlying the ordered probit model. The test is presented both for the standard ordered probit model and a version in which censoring is present in the dependent variable. The test is then compared to normality tests proposed here compares favorably to tests based on artificial
P. Glewwe
exaly +3 more sources
Modelling tobacco consumption with a zero-inflated ordered probit model [PDF]
Data for discrete ordered random variables are often characterised by “excessive” zero observations. Traditional ordered probit models have limited capacity in explaining the preponderance of zero observations, especially when the zeros may relate to two distinct situations of non-participation and infrequent participation (or consumption), for example.
Mark N. Harris, Xueyan Zhao
core +4 more sources
Selection-endogenous ordered probit and dynamic ordered probit models [PDF]
In this presentation we define two qualitatitive response models: 1) Selection Endogenous Dummy Ordered Probit model (SED-OP); 2) a Selection Endogenous Dummy Dynamic Selection Ordered Probit model (SED- DOP). The SED-OP model is a three-equation model constituted of an endogenous dummy equation, a selection equation, and a main equation which has an ...
Alfonso Miranda, Massimiliano Bratti
openaire +1 more source
Analyzing Ordered Responses: A Review of the Ordered Probit Model
The ordered probit model serves as an appropriate framework for statistical analysis whenever survey responses are ordinal as distinct from numerical. In this article we provide motivation for using the model, outline the underlying theory, illustrate the use of the model with a practical example on physiotherapists' beliefs regarding pain, and explain
Daykin, Anne R., Moffatt, Peter G.
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A zero-inflated ordered probit model, with an application to modelling tobacco consumption
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Harris, Mark, Zhao, X.
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A generalized ordered Probit model
Communications in Statistics - Theory and Methods, 2019The ordered probit and logit models, based on the normal and logistic distributions, can yield biased and inconsistent estimators when the distributions are misspecified.
Carla Johnston +2 more
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Efficient Estimation of Ordered Probit Models
Journal of the American Statistical Association, 1996Abstract This article discusses a model in which both the dependent variable and the explanatory variables are ordinal and have an arbitrary number of categories. Assuming joint normality of the underlying continuous latent variables, we compare estimation based on the joint distribution to estimation based on the conditional distribution.
Gerd Ronning, Martin Kukuk
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An analysis of life satisfaction in Albania: An heteroscedastic ordered probit model approach [PDF]
This paper uses the nationally representative Albanian Living Standards Measurement Study survey from 2005 to investigate the determinants of life satisfaction. In common with much of the existing empirical literature that models life satisfaction (or subjective well-being) this paper exploits an ordered probit model.
Litchfield, Julie +2 more
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A Binary-Ordered Probit Model of Cigarette Demand
2007This study analyzes the demand for cigarettes fitting observed zero outcomes with a trivariate model consisting of an equation for the starting smoking decision, an equation for the quitting decision, and an equation that models the level of cigarettes consumed.
Kasteridis, Panagiotis P. +5 more
openaire +3 more sources

