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Jaime Macias-Aguayo

Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

United States

  • Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

SCHOLARLY PAPERS

3

DOWNLOADS

193

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Valuing Real-Time Digital Monitoring for On-Time Operational Performance

MIT Center for Transportation & Logistics Research Paper No. 2025/030
Number of pages: 48 Posted: 04 Sep 2025
Jaime Macias-Aguayo, Duncan McFarlane and Maharshi Dhada
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, University of Cambridge and University of Cambridge
Downloads 94 (759,537)

Abstract:

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Value of Information, Real-Time Monitoring, Supply Chain Visibility, On-Time Delivery

2.

A Data-Driven and Context-Aware Approach for Demand Forecasting in the Beverage Industry

MIT Center for Transportation & Logistics Research Paper No. 2025/033
Number of pages: 29 Posted: 30 Oct 2025
Benedict Jun Ma, Ilya Jackson, Maggie Huang, Sebastian Villegas and Jaime Macias-Aguayo
Hong Kong University of Science and Technology (Guangzhou), Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics
Downloads 65 (924,743)

Abstract:

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Demand forecasting, machine learning, deep learning, fast-moving consumer goods, supply chain management

3.

When Do Forecasts Create More Value? A Bayesian Newsvendor Perspective

MIT Center for Transportation & Logistics Research Paper No. 2026/006
Number of pages: 40 Posted: 07 May 2026
Jaime Macias-Aguayo, María Jesus Sáenz and Ilya Jackson
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics
Downloads 34 (1,372,601)

Abstract:

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Newsvendor, Value of Information, Inventory Control, Forecasting