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Martin Burda, Connor Campbell
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Mixed MNL models for discrete response
10.1002/1099-1255(200009/10)15:5<447::aid-jae570>3.0.co;2-1 · doi-reference
A unified approach to conjoint analysis models
10.1198/016214502388618410 · doi-reference
The ”Shopping Basket“: A model for multicategory purchase incidence decisions
10.1287/mksc.18.2.95 · doi-reference
When Gaussian process meets big data: A review of scalable GPs
10.1109/tnnls.2019.2957109 · doi-reference
A direct utility model for asymmetric complements
10.1287/mksc.2013.0782 · doi-reference
Modeling indivisible demand
10.1287/mksc.2013.0829 · doi-reference
Outside good utility and substitution patterns in direct utility models
10.1016/j.jocm.2023.100447 · doi-reference
The impact of different price promotions on customer retention
10.1016/j.jretconser.2017.10.007 · doi-reference
Hands on Bayesian neural networks a tutorial for deep learning users
10.1109/mci.2022.3155327 · doi-reference
Cross-category sales promotion effects
10.1016/s0969-6989(98)00026-5 · doi-reference
An empirical comparison of the validity of a neural net based multinomial logit choice model to alternative model specifications
10.1016/s0377-2217(03)00410-7 · doi-reference
Using a heterogeneous multinomial probit model with a neural net extension to model brand choice
10.1002/for.1013 · doi-reference
Multilayer feedforward networks are universal approximators
10.1016/0893-6080(89)90020-8 · doi-reference
Impact of sales promotions on when, what, and how much to buy
10.1177/002224378802500402 · doi-reference
A logit model of brand choice calibrated on scanner data
10.1287/mksc.2.3.203 · doi-reference
Product choice with large assortments: A scalable deep-learning model
10.1287/mnsc.2021.3969 · doi-reference
Consideration sets and competitive marketing
10.1093/restud/rdq016 · doi-reference
Personalized pricing and consumer welfare
10.1086/720793 · doi-reference
Multi-unit price promotions and their impact on purchase decisions and sales
10.1108/ejm-12-2013-0729 · doi-reference
Price promotions: Examining the buyer mix and subsequent changes in purchase loyalty
10.1108/jcm-03-2017-2134 · doi-reference
An invitation to sequential Monte Carlo samplers
10.1080/01621459.2022.2087659 · doi-reference
Hamiltonian sequential Monte Carlo with application to consumer choice behavior
10.1080/07474938.2022.2140982 · doi-reference
Database paper: The IRI marketing data set
10.1287/mksc.1080.0450 · doi-reference
The decomposition of promotional response: An empirical generalization
10.1287/mksc.18.4.504 · doi-reference
The rational effect of price promotions on sales and consumption
10.1287/mnsc.39.5.517 · doi-reference
Does country of origin matter for low-involvement products?
10.1108/02651330410522925 · doi-reference