Matching |
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Matching for Causal Inference |
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Cardinality Matching |
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Coarsened Exact Matching |
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Exact Matching |
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Optimal Full Matching |
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Genetic Matching |
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Nearest Neighbor Matching |
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Optimal Pair Matching |
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Fast Generalized Full Matching |
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Subclassification |
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Propensity scores and other distance measures |
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Compute a Distance Matrix |
Add sampling weights to a |
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Assessing Balance |
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View a balance summary of a |
Generate a Love Plot of Standardized Mean Differences |
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Generate Balance Plots after Matching and Subclassification |
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Extracting Matched Data |
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Construct a matched dataset from a |
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Append matched datasets together |
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Datasets |
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Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999). |