Transcription of Module 2.5: Difference in Differences Designs - edX
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Module 2.5: Difference in Differences Designs - edX
Center for Effective Global Action University of California, Berkeley Module : Difference -in- Differences Designs Contents 1. Introduction .. 3 2. Basics of DID Designs .. 3 3. Demonstration: DID in Oportunidades .. 6 4. Matching and DID .. 12 Implementing PSM in 13 Evaluating the Impact of the Intervention .. 16 5. Tripple Difference in Differences .. 17 6. Bibliography/Further Reading .. 18 Learning Guide: Difference -in- Differences Center for Effective Global Action University of California, Berkeley List of Figures Figure 1. Graphical demonstration of Difference in Differences .. 5 Figure 2. Tabulation of number of villages by treatment groups and years .. 7 Figure 3. Number of treatment and control villages in year 2007.
In this module, we cover the popular quasi- or non-experimental method of Difference-in-Differences (DID) regression, which is used to estimate causal effect – under certain assumptions – through the analysis of panel data. DID is …
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