synthetic-control topic

List synthetic-control repositories

SyntheticControlMethods

158
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A Python package for causal inference using Synthetic Controls

pysynthdid

60
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21
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Synthetic difference in differences for Python

fbi

49
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14
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Factor-Based Imputation for Missing Data

awesome-marketing-machine-learning

65
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9
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A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more

pensynth

31
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14
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A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)

scpi

27
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9
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Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.