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Multinomial logit death forecasting model
Lietuvos Matematikos Rinkinys, 1999 The multinomial regression logit model is analyzed. The algorithms and software are made for this model in order to get estimation of parameters. Calculations are made using generated population of 1000 cases.
Audronė Jakaitienė
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On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices. [PDF]
PLoS ONE, 2017 A semi-nonparametric generalized multinomial logit model, formulated using orthonormal Legendre polynomials to extend the standard Gumbel distribution, is presented in this paper.
Ke Wang +3 more
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Optimal model averaging estimator for multinomial logit models [PDF]
Statistical Theory and Related Fields, 2022 In this paper, we study optimal model averaging estimators of regression coefficients in a multinomial logit model, which is commonly used in many scientific fields.
Rongjie Jiang, Liming Wang, Yang Bai
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Poverty Dynamics in Turkey: A Multinomial Logit Model
Ekonomika, 2021 The availability of longitudinal data allows researchers to analyse the dynamics of poverty. By using the Turkish Statistical Institute’s (TurkStat) Income and Living Conditions Survey micro dataset, we analyse the households’ long-term monetary poverty ...
Senem Çakmak Şahin +1 more
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Severity Analysis for Occupational Heat-related Injury Using the Multinomial Logit Model [PDF]
Safety and Health at WorkBackground: Workers are often exposed to hazardous heat due to their work environment, leading to various injuries. As a result of climate change, heat-related injuries (HRIs) are becoming more problematic.
Peiyi Lyu, Siyuan Song
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Bayesian Inference in the Multinomial Logit Model
Austrian Journal of Statistics, 2016 The multinomial logit model (MNL) possesses a latent variable representation in terms of random variables following a multivariate logistic distribution.
Sylvia Frühwirth-Schnatter +1 more
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Estimating Probability of Banking Crisis using 2nd Generation Early Warning Systems: An Intercountry Study [PDF]
فصلنامه پژوهشهای اقتصادی ایران, 2021 The main purpose of this study is to estimate the probability of banking crisis using the second generation of early warning systems (logit models), for 13 selected high-middle income countries over the period of 1980-2016.
Seyed Saleh Akbar Mousavi +3 more
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Specification Tests for the Multinomial Logit Model [PDF]
Econometrica, 1984 In the paper we provide two sets of computationally convenient specification tests for the multinomial logit model. The first test is an application of the \textit{J. Hausman} [ibid. 46, 1251-1271 (1978; Zbl 0397.62043)] specification test procedure. The basic idea for the test here is to test the reverse implication of the independence from irrelevant
Hausman, Jerry, McFadden, Daniel
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General Deep Multinomial Logit Model
Computing and Informatics, 2022 Multinomial logit model (MNL) is by far the most widely used discrete choice model that is widely used to explain or predict a choice from a set of two or more discrete alternatives. MNL operates within a framework of the random utility model (RUM) in which the utility of an alternative perceived by an individual consists of two components: systematic ...
Su, Peng, Liu, Yuan, Zhao, Lingyun
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Multinomial Logit Utility Model for Tanta City Transportation System considering Ridesharing Mode [PDF]
Journal of Engineering Research - Egypt, 2021 Recently, ridesharing has been noticed as an effective and sustainable mode of transport. In which, each passenger carries out a journey that benefits travelers and society greatly, such as reducing travel costs, reducing journey times, relieving road ...
Ahmed Elkafoury +3 more
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