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1 disadvantage of PSM is that it only accounts for observed (and observable) covariates. Components that have an affect on assignment to treatment method and outcome but that cannot be observed cannot be accounted for during the matching procedure.
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If you don't know the identify on the command you require, it is possible to seek out it. Stata has a lookup command that can research the documentation as well as other assets, variety help lookup To find out more. By default this command searches The web in Stata 13 and afterwards. In case you are employing an earlier version understand the findit command. Also, the help command reverts to your research If your argument just isn't identified being a command.
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Judea Pearl has shown that there exists a simple graphical take a look at, called the back-door criterion, which detects the existence of confounding variables. To estimate the effect of procedure, the qualifications variables X must block all back-door paths from the graph.
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Suppose that We have now a binary remedy T, an consequence Y, and qualifications variables X. The propensity score is defined because the conditional probability of procedure supplied background variables: