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Causal inference and machine learning are typically introduced in the social sciences separately as theoretically distinct methodological traditions. This Element provides theoretical and practical introductions to machine learning for social scientists interested in applying such methods to experimental data.
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Machine Learning for Experiments in the Social Sciences, Sarah Bagner, Jon Aaron Green
- Language
- Released
- 2023
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- (Paperback)
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- Title
- Machine Learning for Experiments in the Social Sciences
- Language
- English
- Authors
- Sarah Bagner, Jon Aaron Green
- Publisher
- Cambridge University Press
- Released
- 2023
- Format
- Paperback
- ISBN10
- 1009168223
- ISBN13
- 9781009168229
- Category
- Uncategorised
- Description
- Causal inference and machine learning are typically introduced in the social sciences separately as theoretically distinct methodological traditions. This Element provides theoretical and practical introductions to machine learning for social scientists interested in applying such methods to experimental data.