Murat UnalinTowards Data ScienceWhy are Randomized Experiments the Gold Standard in Causal Inference?Understanding the identifying assumptions in experimentsMar 7, 2023Mar 7, 2023

Murat UnalWhat is the Value of Improving the Customer Experience in E-Commerce?Improve customer experience and increase engagement at your online store by simplifying checkout.Mar 1, 2023Mar 1, 2023

Murat UnalinTowards Data ScienceIdentification: The Key to Credible Causal InferenceImprove your causal IQ and build trust in your causal inference by mastering identificationFeb 22, 20233Feb 22, 20233

Murat UnalinTowards Data ScienceVariance Reduction in Experiments — Part 2: Covariate Adjustment MethodsDeep dive into MLRATE - machine learning regression-adjusted treatment effect estimator and comparing it to other methods.Feb 7, 20232Feb 7, 20232

Murat UnalinTowards Data ScienceVariance Reduction in Experiments — Part 1: IntuitionThe intuition behind variance reduction and why it is important in randomized experiments.Feb 2, 20233Feb 2, 20233

Murat UnalinTowards Data ScienceAn Intuitive Explanation for Inverse Propensity Weighting in Causal InferenceUnderstanding the roots of inverse propensity weighting through a simple example.Jan 18, 2023Jan 18, 2023