Program Evaluation and Causal Inference With High-Dimensional Data (Q4612495)
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scientific article; zbMATH DE number 7009629
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Program Evaluation and Causal Inference With High-Dimensional Data |
scientific article; zbMATH DE number 7009629 |
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Program Evaluation and Causal Inference With High-Dimensional Data (English)
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31 January 2019
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machine learning
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causality
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Neyman orthogonality
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heterogenous treatment effects
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endogeneity
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local average and quantile treatment effects
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instruments
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local effects of treatment on the treated
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propensity score
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Lasso
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inference after model selection
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moment-condition models
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moment-conditon models with a continuum of target parameters
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Lasso and Post-Lasso with functional response data
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randomized control trials
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