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Logit and Probit: Ordered and Multinomial Models
Journal of the American Statistical Association, 2003(2003). Logit and Probit: Ordered and Multinomial Models. Journal of the American Statistical Association: Vol. 98, No. 463, pp. 775-776.
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A note on the use of rank‐ordered logit models for ordered response categories
British Journal of Mathematical and Statistical Psychology, 2022Abstract Models for rankings have been shown to produce more efficient estimators than comparable models for first/top choices. The discussions and applications of these models typically only consider unordered alternatives. But these models can be usefully adapted to the case where a respondent ranks a set of ordered alternatives ...
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Die Analyse von Wählerpräferenzen mit Rank Ordered Logit
2007„Wenn am nachsten Sonntag Bundestagswahl ware, welche Partei wurden Sie wahlen?“ - Die so genannte Wahlabsicht ist eine der am haufigsten erhobenen und am meisten studierten Variablen in der empirischen Wahlforschung. Zur statistischen Analyse wird dabei zunehmend auf Verfahren wie das Multinomial Logit1 Modell zuruckgegriffen, das in der Wahlforschung
Herrmann, Michael +3 more
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A mixed grouped response ordered logit count model framework
Analytic Methods in Accident Research, 2018The study proposes and estimates a new econometric framework for analysing crash count events labeled as the Mixed Grouped Response Ordered Logit Count model. The proposed framework relates the crash count propensity to the observed counts directly while also accommodating for heteroscedasticity and unobserved heterogeneity.
Yasmin, Shamsunnahar, Eluru, Naveen
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Frequentist model averaging for multinomial and ordered logit models
International Journal of Forecasting, 2014Abstract Multinomial and ordered Logit models are quantitative techniques which are used in a range of disciplines nowadays. When applying these techniques, practitioners usually select a single model using either information-based criteria or pretesting.
Alan T.K. Wan +2 more
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Specification tests in ordered logit and probit models
Econometric Reviews, 1997In this paper, I study the application of various specification tests to ordered logit and probit models with heteroskedastic errors, with the primary focus on the ordered probit model. The tests are Lagrange multiplier tests, information matrix tests, and chi-squared goodness of fit tests.
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Church attendance in Great Britain: An ordered logit approach
Applied Economics, 1997The church attendance decision of individual economic agents is analysed within a Becker-style allocation of time framework. Using an ordered logit model with data derived from the British Household Panel Study (BHPS) separate attendance equations are estimated for males and females.
John W. Sawkins +2 more
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Estimation in the Fixed-Effects Ordered Logit Model
The Review of Economics and Statistics, 2017This paper introduces a new estimator for the fixed-effects ordered logit model. The proposed method has two advantages over existing estimators.
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Ordered logit model for residential electricity demand in Korea
Energy Economics, 1993Abstract In this study, we apply the ordered logit model to estimate the individual household electricity demand in Korea, using the energy census data conducted by Korea Energy Economics Institute in 1990. Our analysis is based on the disaggregate micro data, while most of the other studies on residential electricity demand use aggregate data.
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Determinants of Residential Satisfaction: Ordered Logit vs. Regression Models
Growth and Change, 1999Residential satisfaction is not only an important component of individuals' quality of life but also determines the way they respond to residential environment. An understanding of the factors that facilitate a satisfied or dissatisfied response can play a critical part in making successful housing policies.
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