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Double machine learning data class
Abstract base class for double machine learning models
Double machine learning models
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DoubleMLPLR
- Double machine learning for partially linear regression models
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DoubleMLPLIV
- Double machine learning for partially linear IV regression models
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DoubleMLIRM
- Double machine learning for interactive regression models
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DoubleMLIIVM
- Double machine learning for interactive IV regression models
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DoubleMLSSM
- Double machine learning for sample selection models
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fetch_401k()
- Data set on financial wealth and 401(k) plan participation.
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fetch_bonus()
- Data set on the Pennsylvania Reemployment Bonus experiment.
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make_plr_CCDDHNR2018()
- Generates data from a partially linear regression model used in Chernozhukov et al. (2018)
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make_pliv_CHS2015()
- Generates data from a partially linear IV regression model used in Chernozhukov, Hansen and Spindler (2015).
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make_irm_data()
- Generates data from a interactive regression (IRM) model.
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make_iivm_data()
- Generates data from a interactive IV regression (IIVM) model.
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make_plr_turrell2018()
- Generates data from a partially linear regression model used in a blog article by Turrell (2018).
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make_pliv_multiway_cluster_CKMS2021()
- Generates data from a partially linear IV regression model with multiway cluster sample used in Chiang et al. (2021).
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make_ssm_data()
- Generates data from a sample selection model (SSM).