Stefanus Jasin

University of Michigan, Stephen M. Ross School of Business

Assistant Professor

701 Tappan Street

Ann Arbor, MI MI 48109

United States

SCHOLARLY PAPERS

37

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10,960

SSRN CITATIONS
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Top 9,013

in Total Papers Citations

168

CROSSREF CITATIONS

16

Scholarly Papers (37)

1.

'Level Up': Leveraging Skill and Engagement to Maximize Player Game-Play in Online Video Games

Number of pages: 52 Posted: 09 Feb 2020
Yan Huang, Stefanus Jasin and Puneet Manchanda
Carnegie Mellon University - David A. Tepper School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 972 (44,345)
Citation 3

Abstract:

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Online Video Games, Gamer Behavior, Customer Engagement, Hidden Markov Models, Optimization

2.

Joint Dynamic Pricing and Order Fulfillment for E-Commerce Retailers

Manufacturing & Service Operations Management, Forthcoming, Ross School of Business Paper No. 1310
Number of pages: 43 Posted: 25 Mar 2016 Last Revised: 04 Dec 2017
Yanzhe (Murray) Lei, Stefanus Jasin and Amitabh Sinha
Queen's University - Smith School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 693 (70,003)
Citation 19

Abstract:

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dynamic pricing, order fulfillment, e-commerce

3.

Algorithmic Transparency with Strategic Users

Number of pages: 67 Posted: 27 Aug 2020 Last Revised: 03 Dec 2021
Qiaochu Wang, Yan Huang, Stefanus Jasin and Param Vir Singh
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business, University of Michigan, Stephen M. Ross School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 611 (81,930)

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Algorithmic Transparency, Game Theory, Machine Learning, Strategic Classification, Signaling Game, Information Game

4.

Asymptotically Optimal Lagrangian Policies for Multi-Warehouse Multi-Store Systems with Lost Sales

Operations Research
Number of pages: 45 Posted: 06 Apr 2020 Last Revised: 25 Apr 2021
Sentao Miao, Stefanus Jasin and Xiuli Chao
University of Colorado Boulder, University of Michigan, Stephen M. Ross School of Business and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 546 (94,673)
Citation 16

Abstract:

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5.

Combining a Smart Pricing Policy with a Simple Replenishment Policy: Managing Uncertainties in the Presence of Stochastic Purchase Returns

Number of pages: 81 Posted: 30 Mar 2020 Last Revised: 21 Sep 2021
Alys Jiaxin Liang, Stefanus Jasin and Joline Uichanco
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 533 (97,317)

Abstract:

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6.

Assortment Optimization with Multi-Item Basket Purchase under the Multivariate MNL Model

Number of pages: 47 Posted: 16 Apr 2021 Last Revised: 25 Jul 2023
Stefanus Jasin, Chengyi Lyu, Sajjad Najafi and Huanan Zhang
University of Michigan, Stephen M. Ross School of Business, University of Colorado at Boulder - Leeds School of Business, HEC Paris and University of Colorado at Boulder - Leeds School of Business
Downloads 502 (105,076)

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Assortment optimization, multi-item choice model, dynamic programming, approximation algorithms

7.

Real-Time Dynamic Pricing for Revenue Management with Reusable Resources, Advance Reservation, and Deterministic Service Time Requirements

Ross School of Business Paper No. 1327
Number of pages: 43 Posted: 02 Aug 2016 Last Revised: 12 May 2018
Yanzhe (Murray) Lei and Stefanus Jasin
Queen's University - Smith School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 432 (125,222)
Citation 27

Abstract:

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Dynamic pricing, reusuable resources, asymptotic analysis

8.

Joint Learning and Optimization for Multi-product Pricing (and Ranking) under a General Cascade Click Model

Number of pages: 43 Posted: 05 Nov 2018 Last Revised: 17 Nov 2021
Xiangyu Gao, Stefanus Jasin, Sajjad Najafi and Huanan Zhang
The Chinese University of Hong Kong (CUHK) - Department of Decision Sciences & Managerial Economics, University of Michigan, Stephen M. Ross School of Business, HEC Paris and University of Colorado at Boulder - Leeds School of Business
Downloads 408 (133,786)
Citation 13

Abstract:

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pricing, cascade click model, nonparametric algorithms, asymptotic analysis, online learning

9.

Near-Optimal Bisection Search for Nonparametric Dynamic Pricing with Inventory Constraint

Ross School of Business Paper No. 1252
Number of pages: 38 Posted: 15 Oct 2014 Last Revised: 20 Sep 2017
Yanzhe (Murray) Lei, Stefanus Jasin and Amitabh Sinha
Queen's University - Smith School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 403 (135,653)
Citation 8

Abstract:

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dynamic pricing; online learning; nonparametric method; asymptotic analysis; bisection search

10.

Joint Product Framing (Display, Ranking, Pricing) and Order Fulfillment under the MNL Model for E-Commerce Retailers

Number of pages: 47 Posted: 19 Nov 2018 Last Revised: 20 Apr 2021
Queen's University - Smith School of Business, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and Oracle Labs
Downloads 397 (138,003)
Citation 3

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11.

Shipping Consolidation with Delivery Deadline and Expedited Shipment Options

Ross School of Business Paper No. 1375
Number of pages: 45 Posted: 22 Feb 2017 Last Revised: 22 Dec 2020
Lai Wei, Stefanus Jasin and Roman Kapuscinski
Boston College - Carroll School of Management, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 390 (140,793)
Citation 3

Abstract:

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Consolidation, expedited shipment, deadline-driven logistics

12.

On a Deterministic Approximation of Inventory Systems with Sequential Service Level Constraints

Operations Research Forthcoming, Chicago Booth Research Paper No. 20-44
Number of pages: 65 Posted: 12 Feb 2018 Last Revised: 27 Oct 2020
Lai Wei, Stefanus Jasin and Linwei Xin
Boston College - Carroll School of Management, University of Michigan, Stephen M. Ross School of Business and University of Chicago - Booth School of Business
Downloads 383 (143,657)
Citation 11

Abstract:

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inventory, service level constraints, lost-sales, deterministic approximation, linear programming, asymptotic optimality

13.

Multi-product Dynamic Pricing with Limited Inventories under a Cascade Click Model

Number of pages: 55 Posted: 01 May 2019 Last Revised: 31 Oct 2023
HEC Paris, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 368 (150,280)
Citation 1

Abstract:

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Dynamic pricing, revenue management, asymptotic analysis

14.

Joint Inventory and Pricing for a One-Warehouse Multi-Store Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing

Number of pages: 78 Posted: 29 Sep 2020 Last Revised: 15 Jun 2022
Queen's University - Smith School of Business, Rotman School of Management, University of Michigan, Stephen M. Ross School of Business and Oracle Labs
Downloads 363 (152,600)

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15.

Real-Time Spatial-Intertemporal Pricing and Relocation in a Ride-Hailing Network: Near-Optimal Policies and The Value of Dynamic Pricing

Number of pages: 54 Posted: 19 Jun 2020 Last Revised: 16 Apr 2023
London Business School, Queen's University - Smith School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 355 (156,359)
Citation 2

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16.

Dynamic Workforce Acquisition for Crowdsourced Last-Mile Delivery Platforms

Number of pages: 47 Posted: 03 Mar 2020 Last Revised: 26 Jul 2021
Queen's University - Smith School of Business, University of Michigan, Stephen M. Ross School of Business, Duke University, Fuqua School of Business, Instacart and Instacart
Downloads 352 (157,800)

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Crowdsourced delivery, dynamic control, near-optimal algorithm

17.

Assortment and Inventory Planning Under Dynamic Substitution with MNL Model: An LP Approach and an Asymptotically Optimal Policy

Number of pages: 76 Posted: 12 Feb 2021 Last Revised: 08 Nov 2022
Alys Jiaxin Liang, Stefanus Jasin and Joline Uichanco
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 341 (163,316)
Citation 1

Abstract:

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18.

Adaptive Lagrangian Policies for Multi-Warehouse Multi-Store Inventory System with Lost Sales

Number of pages: 62 Posted: 19 Jul 2021 Last Revised: 28 Feb 2024
Xiuli Chao, Stefanus Jasin and Sentao Miao
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan, Stephen M. Ross School of Business and University of Colorado Boulder
Downloads 336 (165,885)

Abstract:

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Inventory Control, Lagrangian Relaxation, Re-Optimization, Asymptotic Analysis

19.

Temporal Fairness in Learning and Earning: Price Protection Guarantee and Phase Transitions

Number of pages: 51 Posted: 15 Nov 2022 Last Revised: 22 May 2023
Qing Feng, Ruihao Zhu and Stefanus Jasin
Cornell University - Operations Research and Industrial Engineering, Cornell University and University of Michigan, Stephen M. Ross School of Business
Downloads 305 (183,836)
Citation 1

Abstract:

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dynamic pricing, online learning, price protection, exploration-exploitation tradeoff

20.

Online Learning and Optimization of (Some) Cyclic Pricing Policies in the Presence of Patient Customers

Number of pages: 34 Posted: 22 Mar 2018 Last Revised: 27 Sep 2018
Huanan Zhang and Stefanus Jasin
University of Colorado at Boulder - Leeds School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 249 (225,978)
Citation 1

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21.

Self-adapting Robustness in Demand Learning

Number of pages: 40 Posted: 17 Dec 2020
University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration, University of Illinois at Chicago - College of Business Administration and University of Michigan, Stephen M. Ross School of Business
Downloads 176 (311,664)

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dynamic pricing, demand learning, self-adapting algorithm, robust optimization, risk management, regret minimization

22.

Assortment and Inventory Planning under Dynamic (Stockout-based) Substitution in the Presence of Customer Returns: A Fluid Analysis

Number of pages: 51 Posted: 04 Jun 2023
Alys Jiaxin Liang, Stefanus Jasin and Xiuli Chao
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 165 (329,636)

Abstract:

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23.

Joint Inventory, Pricing, and Fulfillment Control for a Multi-Warehouse Multi-Store Problem: An Asymptotically Optimal Lagrangian Policy

Number of pages: 53 Posted: 11 Dec 2022
University of Michigan, Stephen M. Ross School of Business, Queen's University - Smith School of Business, University of Colorado Boulder, Indian Institute of Management (IIM), Ahmedabad and University of Michigan at Ann Arbor
Downloads 158 (341,927)

Abstract:

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Supply chain management, pricing, inventory control, fulfillment, Lagrangian relaxation, approximation algorithm

24.

Adaptive Parametric and Nonparametric Multi-Product Pricing via Self-Adjusting Controls

Ross School of Business Paper No. 1258
Number of pages: 81 Posted: 05 Dec 2014
Qi (George) Chen, Stefanus Jasin and Izak Duenyas
University of Texas at Dallas, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 157 (343,745)
Citation 6

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Revenue management, learning, self-adjusting control, maximum likelihood estimation, spline approximation, asymptotic analysis

25.

Assortment and Price Optimization Under a Multi-Attribute (Contextual) Choice Model

Number of pages: 53 Posted: 19 Jul 2023
HEC Paris, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business and Boston University - Questrom School of Business
Downloads 153 (351,334)

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26.

An Asymptotically Optimal Heuristic for General Non-Stationary Finite-Horizon Restless Multi-Armed Multi-Action Bandits

Ross School of Business Paper No. 1374
Number of pages: 23 Posted: 10 Mar 2017 Last Revised: 26 Oct 2017
Gabriel Zayas-Caban, Stefanus Jasin and Guihua Wang
University of Michigan at Ann Arbor, University of Michigan, Stephen M. Ross School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 149 (358,923)
Citation 3

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27.

On the Performance of Myopic and Revenue-Ordered Policies for a Multi-Period Assortment Optimization under an MNL Model with Popularity Bias

Number of pages: 46 Posted: 25 May 2023
Zhuodong Tang, Stefanus Jasin and Izak Duenyas
Department of Industrial Engineering & Decision Analytics, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 135 (387,984)

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28.

Simple Monotonic Readjustment Policies with Applications to Markdown Pricing and Pricing in the Presence of Strategic Customers

Number of pages: 52 Posted: 24 Jan 2021 Last Revised: 03 Jan 2024
Yiwei Chen and Stefanus Jasin
Temple University - Fox School of Business and Management and University of Michigan, Stephen M. Ross School of Business
Downloads 127 (407,050)

Abstract:

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Revenue management, dynamic pricing, markdown pricing, reoptimization

29.

Expected Profit of Fixed Price Policy Decays Exponentially in the Lead Time

Number of pages: 35 Posted: 25 Oct 2023
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, Queen's University - Smith School of Business and Boston College - Carroll School of Management
Downloads 123 (424,536)

Abstract:

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Dynamic Pricing, Inventory, Asymptotic Analysis

30.

Certainty Equivalent Planning for Multi-Product Batch Differentiation: Analysis and Bounds

Ross School of Business Paper No. 1296
Number of pages: 51 Posted: 18 Dec 2015 Last Revised: 07 Jan 2016
Hyun-Soo Ahn, Stefanus Jasin, Philip Kaminsky and Yang Wang
University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 122 (419,390)
Citation 1

Abstract:

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certainty equivalent, heuristics

31.

On (Re-Scaled) Multi-Attempt Approximation of Customer Choice Model and its Application to Assortment Optimization

Ross School of Business Paper No. 1322
Number of pages: 19 Posted: 08 Jun 2016 Last Revised: 08 Jul 2016
Hakjin Chung, Hyun-Soo Ahn and Stefanus Jasin
College of Business, Korea Advanced Institute of Science and Technology (KAIST), University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 121 (421,902)

Abstract:

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32.

LP-Based Artificial Dependency for Probabilistic Etail Order Fulfillment

Ross School of Business Paper No. 1250
Number of pages: 37 Posted: 09 Oct 2014
Stefanus Jasin and Amitabh Sinha
University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 107 (462,226)
Citation 1

Abstract:

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Ecommerce, Retail, Heuristic

33.

Joint Learning and Optimization of Multi-Product Pricing with Finite Resource Capacity and Unknown Demand Parameters

Number of pages: 47 Posted: 30 Sep 2020
Qi (George) Chen, Stefanus Jasin and Izak Duenyas
London Business School, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 88 (526,155)

Abstract:

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network revenue management, exploration and exploitation, parametric demand models, well-separated demand models, heuristics, asymptotic approach

34.

Optimal Use and Replenishment of Two Substitutable Raw Materials in a Nonstationary Capacitated Make-to-Order Production System

Number of pages: 56 Posted: 30 Jun 2016
Qi (George) Chen, Izak Duenyas and Stefanus Jasin
University of Texas at Dallas, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 76 (574,128)

Abstract:

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35.

Optimal Use and Replenishment of Two Substitutable Raw Materials in a Stochastic Capacitated Make-to-Order Production System

Number of pages: 37 Posted: 03 Jun 2019
Qi (George) Chen, Izak Duenyas and Stefanus Jasin
London Business School, University of Michigan, Stephen M. Ross School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 69 (605,647)

Abstract:

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production/inventory, capacity, uncertainty, nonstationarity, stochastic dynamic program, optimal policy

36.

Asymptotic Optimality of Simple Replenishment Policies for a Lost-Sales Inventory System with Delivery Lead Time and Purchase Returns

Number of pages: 54 Posted: 04 Dec 2023
Jinzhi Bu, Huanan Zhang and Stefanus Jasin
The Hong Kong Polytechnic University, University of Colorado at Boulder - Leeds School of Business and University of Michigan, Stephen M. Ross School of Business
Downloads 55 (677,849)

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37.

Near-Optimal Mixed (s, S) Policy for a Multi-Warehouse Multi-Store Inventory System with Lost Sales and Fixed Cost

Number of pages: 32 Posted: 07 Dec 2023 Last Revised: 10 Apr 2024
Sentao Miao, Stefanus Jasin and Xiuli Chao
University of Colorado Boulder, University of Michigan, Stephen M. Ross School of Business and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 40 (781,655)

Abstract:

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Inventory control, Lagrangian relaxation, (s, S) policy, mixed policy