Ryan Allen

Harvard University - Business School (HBS)

Soldiers Field Road

Morgan 270C

Boston, MA 02163

United States

SCHOLARLY PAPERS

2

DOWNLOADS

177

SSRN CITATIONS

1

CROSSREF CITATIONS

0

Scholarly Papers (2)

1.

Developing Theory Using Machine Learning Methods

Number of pages: 48 Posted: 16 Oct 2018
Harvard University - Business School (HBS), Harvard University - Business School (HBS) and Harvard University - Institute for Quantitative Social Sciences
Downloads 116 (260,382)
Citation 2

Abstract:

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Machine Learning, Theory Building, Induction, P-Hacking, Decisions Trees, Random Forests, K-Nearest Neighbors, Neural Networks

2.

Machine Learning for Pattern Discovery in Management Research

Harvard Business School Technology & Operations Mgt. Unit Working Paper No. 19-032
Number of pages: 44 Posted: 14 Jan 2020 Last Revised: 26 Jun 2020
Harvard University - Business School (HBS), Harvard University - Business School (HBS) and Harvard University - Institute for Quantitative Social Sciences
Downloads 61 (384,486)

Abstract:

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machine learning, supervised machine learning, induction, abduction, exploratory data analysis, pattern discovery, decision trees, random forests, neural networks, ROC curve, confusion matrix, partial dependence plots