Ashwin Venkataraman

Jindal School of Management, UT Dallas

P.O. Box 830688

Richardson, TX 75083-0688

United States

  • Jindal School of Management, UT Dallas

SCHOLARLY PAPERS

6

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Scholarly Papers (6)

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1.

A Model-Based Embedding Technique for Segmenting Customers

Number of pages: 59 Posted: 29 Nov 2015 Last Revised: 15 Dec 2017
Srikanth Jagabathula, Lakshminarayanan Subramanian and Ashwin Venkataraman
New York University (NYU) - Department of Information, Operations, and Management Sciences, New York University (NYU) - Computer Science Department and Jindal School of Management, UT Dallas
Downloads 718 (57,893)
Citation 4

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Segmentation, Estimation/statistical techniques, embedding, missing data

2.

A Conditional Gradient Approach for Nonparametric Estimation of Mixing Distributions

Number of pages: 65 Posted: 01 Sep 2017 Last Revised: 15 Dec 2020
Srikanth Jagabathula, Lakshminarayanan Subramanian and Ashwin Venkataraman
New York University (NYU) - Department of Information, Operations, and Management Sciences, New York University (NYU) - Computer Science Department and Jindal School of Management, UT Dallas
Downloads 524 (86,404)
Citation 6

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nonparametric estimation, mixtures, conditional gradient, consideration sets

3.

An MM Algorithm for Estimating the MNL Model with Product Features

Number of pages: 8 Posted: 30 Jan 2021
Srikanth Jagabathula and Ashwin Venkataraman
New York University (NYU) - Department of Information, Operations, and Management Sciences and Jindal School of Management, UT Dallas
Downloads 116 (378,043)
Citation 1

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Multinomial Logit, MM Algorithm, Product Features, Maximum Likelihood

4.

Estimating Large-Scale Tree Logit Models

NYU Stern School of Business
Number of pages: 87 Posted: 10 Jul 2019 Last Revised: 16 Dec 2022
Srikanth Jagabathula, Paat Rusmevichientong, Ashwin Venkataraman and Xinyi Zhao
New York University (NYU) - Department of Information, Operations, and Management Sciences, University of Southern California - Marshall School of Business, Jindal School of Management, UT Dallas and New York University (NYU) - Leonard N. Stern School of Business
Downloads 115 (380,342)
Citation 2

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tree logit, choice modeling, parameter estimation

5.

Nonparametric Demand Estimation in the Presence of Unobserved Factors

Number of pages: 61 Posted: 05 Dec 2022
Sandeep Chitla, Srikanth Jagabathula and Ashwin Venkataraman
New York University (NYU) - Department of Information, Operations, and Management Sciences, New York University (NYU) - Department of Information, Operations, and Management Sciences and Jindal School of Management, UT Dallas
Downloads 107 (400,412)

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nonparametric estimation, omitted variables, mixtures of logit, endogeneity, GMM

6.

Price Optimization Under the Mixture of Boundary Logit Model

Number of pages: 39 Posted: 15 Feb 2023
Mohammad Amin Farzaneh, Sajad Modaresi and Ashwin Venkataraman
University of Texas at Dallas - Naveen Jindal School of Management, University of North Carolina at Chapel Hill - Kenan-Flagler Business School and Jindal School of Management, UT Dallas
Downloads 48 (622,763)

Abstract:

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Choice Models, Consideration Set, Pricing, Online Retail