Propensity score matching - mathematics behind estimation @SpartacanUsuals
Propensity score matching - mathematics behind estimation  @SpartacanUsuals
Uploaded February 2014 | Updated September 2026, 2 hours ago
This video provides some of the mathematical background (in terms of expectations) for why propensity score matching can provide good estimates of 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
Propensity score matching - mathematics behind estimationIntroduction to grammar of graphics short courseMaximum likelihood estimation of factor analysis models - part 1Causality - an introductionIntroducing Bayes factors and marginal likelihoodsWald Test - introductionEstimating the posterior predictive distribution by samplingFactor Analysis - model representationLikelihood ratio test - introductionAn introduction to the Random Walk Metropolis algorithmAn introduction to continuous conditional probability distributionsAn introduction to mutual information
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Propensity score matching - mathematics behind estimation

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