A model for measuring healthcare accessibility using the behavior of demand: a conditional logit model-based floating catchment area method [PDF]
Background Estimating realistic access to health services is essential for designing support policies for healthcare delivery systems. Many studies have proposed a metric to calculate accessibility.
Hoon Jang
doaj +2 more sources
On the equivalence of location choice models: conditional logit, nested logit and poisson [PDF]
It is well understood that the two most popular empirical models of location choice-conditional logit and Poisson - return identical coefficient estimates when the regressors are not individual specific.
Brülhart, Marius, Schmidheiny, Kurt
core +9 more sources
Exact Hypothesis Tests for Log-linear Models with exactLoglinTest [PDF]
This manuscript overviews exact testing of goodness of fit for log-linear models using the R package exactLoglinTest. This package evaluates model fit for Poisson log-linear models by conditioning on minimal sufficient statistics to remove nuisance ...
Brian Caffo
doaj +4 more sources
Small-sample properties of tests for heteroscedasticity in the conditional logit model [PDF]
This paper compares the small-sample properties of several asymptotically equivalent tests for heteroscedasticity in the conditional logit model. While no test outperforms the others in all of the experiments conducted, the likelihood ratio test and a ...
Arne Risa Hole
core +2 more sources
Integrating a Pareto-Distributed Scale into the Mixed Logit Model: A Mathematical Concept
A generalized multinomial logit (G-MNL) model is proposed to alleviate the four challenges inherent to the conditional logit model, including (1) simultaneous unidentifiability, (2) the immediacy of decision-making, (3) the homogeneity of preferences in ...
Taro Ohdoko, Satoru Komatsu
doaj +1 more source
Choice modelling with Gaussian processes in the social sciences: A case study of neighbourhood choice in Stockholm. [PDF]
We present a non-parametric extension of the conditional logit model, using Gaussian process priors. The conditional logit model is used in quantitative social science for inferring interaction effects between personal features and choice characteristics
Richard P Mann +3 more
doaj +1 more source
PurposeThe aim of this study was to explore parental preferences for the procedural sedation of children in dentistry through a discrete choice experiment (DCE) to inform clinical decisions and oral health management.MethodsBased on literature reviews ...
Jinru Zhuge +5 more
doaj +1 more source
Moment conditions for dynamic panel logit models with fixed effects [PDF]
Abstract This paper investigates the construction of moment conditions in discrete choice panel data with individual-specific fixed effects. We describe how to systematically explore the existence of moment conditions that do not depend on the fixed effects, and we demonstrate how to construct them when they exist.
Weidner, Martin, Honoré, Bo E.
openaire +5 more sources
Rural household income mobility in Ethiopia: Dimensions, drivers and policy.
Welfare dynamics studies are useful in understanding how individuals, families, society, and a country are organised. For the last two decades, Ethiopia's economic reports on income disparity, poverty, and other welfare metrics have been hopeful and ...
Yalfal Temesgen Tigabu +2 more
doaj +1 more source
A new cure rate model is presented by assuming that, conditional on η, the number of competing causes of the event of interest follows the Poisson distribution, where η is assumed a random variable with gamma and generalized exponential distributions ...
Mahdy Esmailian +3 more
doaj +1 more source

