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aosmith.rbind.io
| | swingleydev.com
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| | juliasilge.com
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| | A data science blog
| | www.rdatagen.net
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| | Inspired by a free online course titled Complier Average Causal Effects (CACE) Analysis and taught by Booil Jo and Elizabeth Stuart (through Johns Hopkins University), I've decided to explore the topic a little bit. My goal here isn't to explain CACE analysis in extensive detail (you should definitely go take the course for that), but to describe the problem generally and then (of course) simulate some data. A plot of the simulated data gives a sense of what we are estimating and assuming.
| | jdlm.info
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| Calculate bootstrap confidence intervals in mostly standard SQL, for PostgreSQL and BigQuery.