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Simple tutorial on testing a dbt data pipeline with dbt-utils and dbt-expectations to build production-grade data pipelines and enhance data quality.
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Apply refutation tests based on negative controlled and sensitivity analysis to test the validity and robustness of our causal estimate- Published on
Estimate Price Elasticity by building bayesian linear model with Bayesian Workflow.- Published on
Estimate Price Elasticity using DoubleML, coding from scratch. Analyse and compare against OLS on accuracy of causal estimate and predictions.- Published on
Replicate the Double ML framework to examine regularization bias and its impact on causal estimate errors, specifically in measuring price elasticity.