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Gaussian Process: A Smooth and Flexible Approach to Estimating Index Complementarities in Organizational Economics

Organizational Economics Proceedings

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Field Value
 
Title Gaussian Process: A Smooth and Flexible Approach to Estimating Index Complementarities in Organizational Economics
 
Creator Meagher, Kieron J.
Strachan, Rodney W.
 
Description A common question in organizational economics is how does a bundle or index of managerial practices or characteristics impact on firm or employee level outcomes. The presence of complementarities is of particular interest but we argue should not be restricted to particular functional forms like the multiplicative ‘interaction’ of slope coefficients. As an alternative we propose the use of Gaussian processes to estimate a smooth non-linear function of the management practices index/bundle.
 
Publisher The University of Sydney
 
Contributor
 
Date 2014-03-24
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier https://openjournals.library.sydney.edu.au/index.php/OEW/article/view/7539
 
Source Organizational Economics Proceedings; Vol 2, No 1 (2013): 7th Annual Organizational Economics Workshop July 2013
2201-8468
 
Language eng
 
Relation https://openjournals.library.sydney.edu.au/index.php/OEW/article/view/7539/7855