In the present paper a mixed approach is proposed for the simultaneously estimation of regression and correlation structure parameters in multivariate probit models using generalized estimating equations for the former and pseudo-score equations for the latter. The nite sample properties of the corresponding estimators are compared to estimators proposed by Qu, Williams, Beck and Medendorp (199...

background portugal has a strong tradition of conventional western healthcare. so it provides a natural case study for the relationship between complementary/alternative medicine (cam) and western medicine (wm). this work aims to test the relationship between cam and wm users in the diagnosis and treatment stages and to estimate the determinants of cam choice.   methods the forth portuguese nat...

Facilitating healthy eating among young people, particularly among minorities who are at high risk for gaining excess weight, is at the forefront of the current policy discussions in the U.S. We investigate the effects of social interactions and relative prices on fruit and vegetable consumption by African American youths. We estimate a simultaneous equation ordered probit model of food intake ...

Most discussions of ordinal variables in the sociological literature debate the suitability of linear regression and structural equation methods when some variables are ordinal. Largely ignored in these discussions are methods for ordinal variables that are natural extensions of probit and logit models for dichotomous variables. If ordinal variables are discrete realizations of unmeasured conti...

The link between income and subjective satisfaction with one’s financial situation is explored in this paper using a panel analysis of 1,998 individuals tracked through the course of the boom period in Ireland, 1994-2001. A dynamic ordered probit model which incorporates state dependence and controls for correlated individual effects and the initial conditions problem is applied. The impact of ...

We discuss regression models for ordered responses, such as ratings of bonds, schooling attainment, or measures of subjective well-being. Commonly used models in this context are the ordered logit and ordered probit regression models. They are based on an underlying latent model with single index function and constant thresholds. We argue that these approaches are overly restrictive and preclud...

Subjective Well-Being and the Family: Results from an Ordered Probit Model with Multiple Random Effects The previous literature on the determinants of individual well-being has failed to fully account for the interdependencies in well-being at the family level. This paper develops an ordered probit model with multiple random effects that allows to identify the intrafamily correlation in well-be...

We study route choice behavior when travel time is uncertain. In this case, users do not minimize expected travel time but also take into account travel time variability. We collected survey data and analyze them with a method based on the ordered probit model. This allows us to have an ordinal as well as cardinal measures of risk aversion. Such an approach is therefore consistent with expected...