Incorporating Machine Learning into Sociological Model-Building
Author:
Affiliation:
1. Leverhulme Centre for Demographic Science, Oxford, UK
2. Nuffield College, University of Oxford, Oxford, UK
3. Department of Sociology, University of Oxford, Oxford, UK
Abstract
Funder
Economic and Social Research Council
Nuffield College, University of Oxford
Publisher
SAGE Publications
Subject
Sociology and Political Science
Link
http://journals.sagepub.com/doi/pdf/10.1177/00811750231217734
Reference108 articles.
1. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values
2. Transcending General Linear Reality
3. Scaling up psychology via Scientific Regret Minimization
4. Principled Machine Learning Using the Super Learner: An Application to Predicting Prison Violence
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