The conditional independence assumption - example @SpartacanUsuals
The conditional independence assumption - example @SpartacanUsuals
Uploaded February 2014 | Updated September 2026, 2 hours ago
This video provides an example of how the conditional independence assumption can be used to (conditionally) remove selection bias, and allow for inferences to be made about the average causal effect.

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 conditional independence assumption - exampleThe path to a good visualisation using grammar of graphicsOrthogonal Projection Operator in Least Squares - part 3Two-dimensional discrete distributions: an introductionCausation in econometrics - a simple comparison of group meansComparing traditional versus grammar of graphics approaches to graphingRepresenting homoscedasticity and no autocorrelation in matrix form - part 1Moving Average processes - Stationary and Weakly DependentEstimating the error variance in matrix form - part 2Conclusions and references for grammar of graphicsBLUE estimators in presence of heteroscedasticity - GLS - part 1Random walk not weakly dependent
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The conditional independence assumption - example

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