Double machine learning data class |
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Double machine learning data-backend |
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Double machine learning data-backend for data with cluster variables |
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Wrapper for Double machine learning data-backend initialization from data.frame. |
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Wrapper for Double machine learning data-backend initialization from matrix. |
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Abstract base class for double machine learning models |
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Abstract class DoubleML |
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Double machine learning models |
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Double machine learning for partially linear regression models |
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Double machine learning for partially linear IV regression models |
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Double machine learning for interactive regression models |
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Double machine learning for interactive IV regression models |
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Datasets module |
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Data set on financial wealth and 401(k) plan participation. |
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Data set on the Pennsylvania Reemployment Bonus experiment. |
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Datasets generators |
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Generates data from a partially linear regression model used in Chernozhukov et al. (2018) |
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Generates data from a partially linear IV regression model used in Chernozhukov, Hansen and Spindler (2015). |
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Generates data from a interactive regression (IRM) model. |
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Generates data from a interactive IV regression (IIVM) model. |
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Generates data from a partially linear regression model used in a blog article by Turrell (2018). |
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Generates data from a partially linear IV regression model with multiway cluster sample used in Chiang et al. (2021). |