Assortment Optimization under Heteroscedastic Data

SSRN Electronic Journal ◽

10.2139/ssrn.3638783 ◽

2020 ◽

Author(s):

Selin Ahipasaoglu ◽

Zeyu Sun

Keyword(s):

Assortment Optimization ◽

Heteroscedastic Data

Assortment Optimization under the Multinomial Logit Model with Random Choice Parameters

Production and Operations Management ◽

10.1111/poms.12191 ◽

2014 ◽

Vol 23 (11) ◽

pp. 2023-2039 ◽

Cited By ~ 111

Author(s):

Paat Rusmevichientong ◽

David Shmoys ◽

Chaoxu Tong ◽

Huseyin Topaloglu

Keyword(s):

Logit Model ◽

Multinomial Logit Model ◽

Multinomial Logit ◽

Random Choice ◽

Assortment Optimization

An exact method for assortment optimization under the nested logit model

European Journal of Operational Research ◽

10.1016/j.ejor.2020.12.007 ◽

2021 ◽

Vol 291 (3) ◽

pp. 830-845

Author(s):

Laurent Alfandari ◽

Alborz Hassanzadeh ◽

Ivana Ljubić

Keyword(s):

Logit Model ◽

Exact Method ◽

Nested Logit ◽

Nested Logit Model ◽

Assortment Optimization

The predictive accuracy of feed forward neural networks and multiple regression in the case of heteroscedastic data

2008 IEEE International Conference on Industrial Engineering and Engineering Management ◽

10.1109/ieem.2008.4737905 ◽

2008 ◽

Author(s):

Mukta Paliwal ◽

Usha A. Kumar

Keyword(s):

Neural Networks ◽

Multiple Regression ◽

Predictive Accuracy ◽

Feed Forward ◽

Feed Forward Neural Networks ◽

Heteroscedastic Data

Constrained Assortment Optimization for the Nested Logit Model

Management Science ◽

10.1287/mnsc.2014.1931 ◽

2014 ◽

Vol 60 (10) ◽

pp. 2583-2601 ◽

Cited By ~ 77

Author(s):

Guillermo Gallego ◽

Huseyin Topaloglu

Keyword(s):

Logit Model ◽

Nested Logit ◽

Nested Logit Model ◽

Assortment Optimization

An iterative self-weighting procedure for fitting straight lines to heteroscedastic data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918808812682 ◽

1988 ◽

Vol 17 (2) ◽

pp. 609-635 ◽

Cited By ~ 1

Author(s):

John Mandel ◽

Frank L. McCrackin

Keyword(s):

Heteroscedastic Data ◽

Straight Lines

Assortment Optimization under the Multi-Purchase Multinomial Logit Choice Model

SSRN Electronic Journal ◽

10.2139/ssrn.3866734 ◽

2021 ◽

Author(s):

Jacob Feldman ◽

Danny Segev ◽

Huseyin Topaloglu ◽

Laura Wagner ◽

Yicheng Bai

Keyword(s):

Choice Model ◽

Multinomial Logit ◽

Assortment Optimization

Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models

SSRN Electronic Journal ◽

10.2139/ssrn.3075658 ◽

2017 ◽

Cited By ~ 4

Author(s):

Wang Chi Cheung ◽

David Simchi-Levi

Keyword(s):

Optimization Problems ◽

Multinomial Logit ◽

Choice Models ◽

Thompson Sampling ◽

Assortment Optimization

Univariate calibration by reversed regression of heteroscedastic data: a case study

The Analyst ◽

10.1039/b808667b ◽

2008 ◽

Vol 133 (12) ◽

pp. 1649 ◽

Cited By ~ 9

Author(s):

Qiaoling Charlene Zeng ◽

Elizabeth Zhang ◽

Joel Tellinghuisen

Keyword(s):

Heteroscedastic Data

Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model

Operations Research ◽

10.1287/opre.2015.1383 ◽

2015 ◽

Vol 63 (4) ◽

pp. 812-822 ◽

Cited By ~ 37

Author(s):

Jacob B. Feldman ◽

Huseyin Topaloglu

Keyword(s):

Logit Model ◽

Capacity Constraints ◽

Nested Logit ◽

Nested Logit Model ◽

Assortment Optimization

8. Heteroscedastic Data

The Analysis of Means ◽

10.1137/1.9780898718362.ch8 ◽

2005 ◽

pp. 153-161

Keyword(s):

Heteroscedastic Data