Amandeep Singh

University of Washington - Michael G. Foster School of Business

Box 353200

Seattle, WA 98195-3200

United States

University of Pennsylvania - The Wharton School

3641 Locust Walk

Philadelphia, PA 19104-6365

United States

  • University of Washington - Michael G. Foster School of Business

  • University of Pennsylvania - The Wharton School

SCHOLARLY PAPERS

8

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2,459

SSRN CITATIONS
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SSRN RANKINGS

Top 47,337

in Total Papers Citations

17

CROSSREF CITATIONS

2

Scholarly Papers (8)

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1.

Machine Learning Instrument Variables for Causal Inference

EC '20: Proceedings of the 21st ACM Conference on Economics and Computation
Number of pages: 46 Posted: 06 Apr 2019 Last Revised: 18 Jul 2023
Amit Gandhi, Kartik Hosanagar and Amandeep Singh
University of Pennsylvania, University of Pennsylvania - Operations & Information Management Department and University of Washington - Michael G. Foster School of Business
Downloads 871 (53,888)

Abstract:

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Econometrics, Machine Learning, Causal Inference, Empirical Industrial Organization

2.

When to Be Agile: Ratings and Version Updates in Mobile Apps

Number of pages: 43 Posted: 06 Nov 2019 Last Revised: 06 Apr 2021
Gad Allon, Georgios Askalidis, Randall Berry, Nicole Immorlica, Ken Moon and Amandeep Singh
University of Pennsylvania - The Wharton School, affiliation not provided to SSRN, Northwestern University, Microsoft Research, University of Pennsylvania - The Wharton School and University of Washington - Michael G. Foster School of Business
Downloads 513 (106,444)
Citation 2

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Agile product development, Empirical operations management, Mobile apps, Online marketplace, Product quality and reviews, Product versioning, Sequential innovation, Structural estimation

3.

Can LLMs Capture Human Preferences?

Number of pages: 33 Posted: 12 May 2023 Last Revised: 20 Feb 2024
Ali Goli and Amandeep Singh
University of Washington - Michael G. Foster School of Business and University of Washington - Michael G. Foster School of Business
Downloads 357 (162,033)
Citation 3

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Large language models, Intertemporal preferences, GPT, Generative AI, LLMs, Chain-of-Thought, Conjoint Analysis

4.

Fulfillment by Platform: Competition and Upstream Market Power

EC '21: Proceedings of the 22nd ACM Conference on Economics and Computation
Number of pages: 41 Posted: 04 Jun 2021 Last Revised: 29 Apr 2024
Amandeep Singh, Jiding Zhang and Senthil K. Veeraraghavan
University of Washington - Michael G. Foster School of Business, Arizona State University (ASU) - Department of Information Systems and University of Pennsylvania - The Wharton School - Operations, Information and Decisions
Downloads 290 (202,081)
Citation 2

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Platforms, Regulation, E-commerce, Fulfillment Services, Industrial Organization, Supply Chain Structure

5.

Causal Bandits: Online Decision-Making in Endogenous Settings

Number of pages: 52 Posted: 22 Nov 2022 Last Revised: 10 May 2024
Jingwen Zhang, Yifang Chen and Amandeep Singh
University of Washington, University of Washington - Paul G. Allen School of Computer Science & Engineering and University of Washington - Michael G. Foster School of Business
Downloads 154 (366,538)

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Multi-Armed Bandits, Causal Inference, Online Learning, Instrumental Variables

6.

Vertical Integration and Market Power in Supply Networks

Number of pages: 41 Posted: 14 May 2024 Last Revised: 16 May 2024
Kashish Arora, Amandeep Singh and Mamta Sahare
Indian School of Business, University of Washington - Michael G. Foster School of Business and Indian School of Business (ISB), Hyderabad
Downloads 141 (391,377)

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7.

Choice Models and Permutation Invariance: Demand Estimation in Differentiated Products Markets

Number of pages: 49 Posted: 21 Jul 2023 Last Revised: 18 Feb 2024
Amandeep Singh, Ye Liu and Hema Yoganarasimhan
University of Washington - Michael G. Foster School of Business, University of Washington - Michael G. Foster School of Business and University of Washington
Downloads 127 (424,475)

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Choice Models, Demand Estimation, Permutation Invariance, Set Functions

8.

Network Externalities and App Store Fees in Mobile Platforms

Number of pages: 71 Posted: 28 Aug 2021 Last Revised: 12 Aug 2024
Amandeep Singh, Kartik Hosanagar and Aviv Nevo
University of Washington - Michael G. Foster School of Business, University of Pennsylvania - Operations & Information Management Department and Northwestern University - Department of Economics
Downloads 6 (1,131,088)

Abstract:

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Platform Competition, Indirect Network Effects, Online Marketplace, Two-sided Markets