Results 291 to 300 of about 65,613 (332)

The K-deformed multinomial logit model

Economics Letters, 2005
Abstract 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, Bolduc, Denis, Jayet, Hubert   +2 more
openaire   +3 more sources

Random Forests for multiclass classification: Random MultiNomial Logit [PDF]

Expert Systems with Applications, 2008
Several supervised learning algorithms are suited to classify instances into a multiclass value space. MultiNomial Logit (MNL) is recognized as a robust classifier and is commonly applied within the CRM (Customer Relationship Management) domain. Unfortunately, to date, it is unable to handle huge feature spaces typical of CRM applications.
A. PRINZIE, D. VAN DEN POEL
openaire   +2 more sources

Stochastic Prediction in Multinomial Logit Models

Management Science, 2000
It 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
openaire   +1 more source

Systematic Calibration of Multinomial Logit Models

Journal of Transportation Engineering, 1983
This 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, Michael J. Cynecki, Mark A. Flak   +2 more
openaire   +1 more source

Family labour force participation: Multinomial logit estimates

Applied Economics, 1981
Studies of labour force participation choices are mostly aimed at explaining determinants of participation for individuals. The objective of this study is the empirical estimation of the parameters of family participation decisions. Family participation decisions can be analysed as a choice problem of a family between a finite number of distinct ...
openaire   +2 more sources

The Nested Multinomial Logit Model

1987
An important and intuitive generalization of the MNL specification is the nested multinomial logit (NMNL) model (McFadden, 1978). This model is able to generate substantial deviations from the “Independence of Irrelevant Alternatives” assumption but retains most of the computational advantages of the MNL model. Because of these features, the NMNL model
openaire   +1 more source

Mixed multinomial logit model

2004
Le modèle logit à coefficients aléatoires est le modèle le plus prometteur parmi les modèles de choix discrets. Il généralise le modèle logit multinomial standard et utilise des méthodes de simulation pour l'estimation du modèle. De plus, il permet d'estimer la distribution des propensions marginales à payer.
openaire   +1 more source

A Multinomial Extension of the Linear Logit Model

International Economic Review, 1969
A large number of analyses in the social sciences are concerned with the determinants of the probability that a particular event will occur. For example, one may be interested in the forces which motivate commuters to use their cars to go to work as against some form of mass transport. Time, cost, and other considerations will play a role. Let p be the
openaire   +1 more source

Logits, Probits, and Multinomial Logits

2023
openaire   +1 more source

Multinomial Logit Models of Trade Coefficients

1988
Having studied how commodity prices and shipment rates can be simultaneously determined given trade coefficients, we now turn to the reverse question: how should trade coefficients be estimated, given prices and shipment rates? There are a number of possible approaches to this question and several trade coefficient models exist, but the modeling of ...
openaire   +1 more source