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- 2023
- Article
Experimental Evaluation of Individualized Treatment Rules
By: Kosuke Imai and Michael Lingzhi Li
The increasing availability of individual-level data has led to numerous applications of individualized (or personalized) treatment rules (ITRs). Policy makers often wish to empirically evaluate ITRs and compare their relative performance before implementing them in a...
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Keywords:
Causal Inference;
Heterogeneous Treatment Effects;
Precision Medicine;
Uplift Modeling;
Analytics and Data Science;
AI and Machine Learning
Imai, Kosuke, and Michael Lingzhi Li. "Experimental Evaluation of Individualized Treatment Rules." Journal of the American Statistical Association 118, no. 541 (2023): 242–256.
- December 2017 (Revised January 2018)
- Case
NatureSweet
By: Jose Alvarez, Forest Reinhardt and Natalie Kindred
This case describes the business model and workplace philosophy of NatureSweet, a privately owned, vertically integrated greenhouse grower and marketer of fresh tomatoes with sales across the United States and $329 million in 2016 revenues. CEO Bryant Ambelang treated...
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Keywords:
NatureSweet;
Tomatoes;
Agriculture;
Greenhouse;
Ambelang;
Cherry Tomatoes;
Incentives;
Worker Empowerment;
Empowerment;
Toyota Production System;
Leadership;
Branding;
Produce;
Manufacturing;
Organizational Change;
Agribusiness;
Business Model;
Employee Relationship Management;
Working Conditions;
Organizational Culture;
Success;
Problems and Challenges;
Agriculture and Agribusiness Industry;
Manufacturing Industry;
United States;
Mexico;
North America
Alvarez, Jose, Forest Reinhardt, and Natalie Kindred. "NatureSweet." Harvard Business School Case 518-002, December 2017. (Revised January 2018.)