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Inequality in provider and patient-initiated healthcare cancellations during Covid-19.
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Two-stage multinomial logit model
Expert Systems with Applications, 2011We suggest a two-stage multinomial logit model (TMLM) for incorporating and interpreting both the interaction and main effects in the model for multi-categorized responses. TMLM combines the robustness of multinomial logit model (MLM) with the good properties of decision tree (DT), which makes it possible to cluster homogeneous subjects and thus to ...
Jin-Hyung Kim, Mijung Kim
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The K-deformed multinomial logit model
Economics Letters, 2005Abstract We extend choice models where the deterministic part of the utility is subject to a deformation filter that affects how the choice probabilities react to changes in explanatory variables. We focus on extending the multinomial logit. Other generalizations are considered.
Rajaonarison, Dominique +2 more
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On the multinomial logit model
Physica A: Statistical Mechanics and its Applications, 1999Abstract We show that the Multinomial Logit model of bounded rational choice can be derived in the same way as the Gibbs–Boltzmann distribution in statistical physics. In particular, this model describes the behavior of a thermodynamic agent (which is an agent whose utility function depends on a very large number of variables) with respect to a ...
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Stochastic Prediction in Multinomial Logit Models
Management Science, 2000It is standard practice to form predictions from multinomial logit models by ignoring the estimation error associated with the parameter estimates and solving for the predicted endogeneous variable (market share) in terms of the exogenous variables and the point estimates of the parameters.
Arthur Hsu, Ronald T. Wilcox
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Systematic Calibration of Multinomial Logit Models
Journal of Transportation Engineering, 1983This paper presents a systematic procedure for calibrating a multinomial logit model through the use of the UTPS computer package developed by the Urban Mass Transportation Administration (UMTA) for the purpose of travel demand forecasting. A brief examination of the mathematical basis of the multinomial logit model is also presented.
Snehamay Khasnabis +2 more
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The Multinomial, Multiattribute Logit Choice Model
Journal of Marketing Research, 1979The authors argue that for the cross-sectional multiattribute approach to choice modeling, the multinomial logit is theoretically and empirically superior to the more commonly used regression approach. Other choice methodologies also are discussed briefly in relation to logit.
Dennis H. Gensch, Wilfred W. Recker
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Multicrop Production Models with Multinomial Logit Acreage Shares
Environmental and Resource Economics, 2013The main objective of this paper is to show that the MultiNomial Logit (MNL) framework can be used for deriving simple acreage share models.More specifically we show thatMNLacreage choice models can be defined as parts of consistent multicropmodels.When coupled with suitably designed crop production models, e.g.
Carpentier, Alain, Letort, Elodie
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