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M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, ISSN 1523-4614, 2019, Volume 21, Issue 1, pp. 14 - 28
We study a product-line price optimization problem with demand given by a discrete mixed multinomial logit (MMNL) model. The market is divided into a finite... 
latent class model | MARKET | MANAGEMENT | APPROXIMATION | mixed multinomial logit | MODEL | PROBABILISTIC CHOICE | DECISIONS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | INVENTORY | COMPETITION | OPTIMIZATION | ASSORTMENT | revenue management | pricing | Product introduction | Backup software | Semiconductor industry
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2017, Volume 79, Issue 2, pp. 1 - 46
Journal Article
Applied Economics, ISSN 0003-6846, 05/2013, Volume 45, Issue 14, pp. 1897 - 1902
Latent class models offer an alternative perspective to the popular mixed logit form, replacing the continuous distribution with a discrete distribution in... 
freight distribution | latent class mixed multinomial logit | random parameters | C10 | stated choice experiment | L92 | C25 | preference heterogeneity | C90 | C51 | CHOICE | DISCRETE | ECONOMICS | Usage | Forecasts and trends | Latent structure analysis | Shipment of goods
Journal Article
Tourism Management, ISSN 0261-5177, 04/2014, Volume 41, pp. 158 - 167
This paper uses panel data to develop and estimate a dynamic model of choice of the length of stay of a vacation, controlling for unobserved heterogeneity and... 
State dependency | Dynamic mixed multinomial logit model | Panel data | Vacation length | LIFE-CYCLE | MANAGEMENT | TOURISM | DETERMINANTS | BEHAVIOR | OF-STAY | DESTINATION CHOICE | HOSPITALITY, LEISURE, SPORT & TOURISM | ENVIRONMENTAL STUDIES | LONG
Journal Article
International Journal of Production Research, ISSN 0020-7543, 07/2016, Volume 54, Issue 13, pp. 3994 - 4007
In this paper, we propose an extension of the problem of bundling with multinomial logit, making an explicit inclusion of the consumers' maximum willingness to... 
bundle composition | pricing | constrained multinomial logit | consumer choice models | LOCATION | MODEL | SIMULATION | INFORMATION GOODS | DECISIONS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | PRODUCTS | COMPETITION | ENGINEERING, MANUFACTURING | ENGINEERING, INDUSTRIAL | Conjoint analysis | Economic models | Consumers | Bundling | Mixed integer | Constraints | Pricing | Markets | Mathematical models | Bundles
Journal Article
Analytic Methods in Accident Research, ISSN 2213-6657, 01/2014, Volume 1, pp. 72 - 85
There have been many studies that have documented the application of crash severity models to explore the relationship between accident severity and its... 
Crash severity model | Mixed logit model | Sample size | Ordered probit model | Multinomial logit model
Journal Article
ISSN 1523-4614, 1/2019, Volume 21, Issue 1, pp. 14 - 28
We study a product-line price optimization problem with demand given by a discrete mixed multinomial logit (MMNL) model. The market is divided into a finite... 
latent class model | mixed multinomial logit | revenue management | pricing
Journal Article
Operations Research, ISSN 0030-364X, 8/2018, Volume 66, Issue 4, pp. 994 - 1003
Journal Article
Transportation Research Part B, ISSN 0191-2615, 2004, Volume 38, Issue 9, pp. 767 - 787
Journal Article
Statistical Modeling, ISSN 1471-082X, 07/2001, Volume 1, Issue 2, pp. 81 - 102
This article presents a general approach for logit random effects modelling of clustered ordinal and nominal responses. We review multinomial logit random... 
adjacent-categories logit | non-parametric maximum likelihood | quasi symmetry | baseline-category logit | nominal variable | ordinal variable | generalized linear mixed model | STATISTICS & PROBABILITY
Journal Article