The Rubin Causal model - an introduction @SpartacanUsuals
The Rubin Causal model - an introduction @SpartacanUsuals
Uploaded February 2014 | Updated September 2026, 2 hours ago
This video provides an introduction to the "Rubin Causal model", using an example to illustrate the concept.

Check out oxbridge-tutor.co.uk/graduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out ben-lambert.com/econometrics-course-problem-sets-and-data for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: ben-lambert.com/bayesian Accompanying this series, there will be a book: amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
The Rubin Causal model - an introductionAn introduction to discrete marginal probability distributionsThe ideal measure of a models predictive fitOrthogonal Projection Operator in Least Squares - part 1SURE estimator derivation - part 2Kronecker Matrix Product - propertiesWhat is meant by overfitting?The conditional independence assumption: introductionThe syllabus covered by the book and YouTube courseGeometric interpretation of Least Squares: geometrical derivation of estimatorSURE estimator - same independent variables - part 1Factor analysis assumptions
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The Rubin Causal model - an introduction

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