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- Matching_(statistics) abstract "Matching is a statistical technique which is used to evaluate the effect of a treatment by comparing the treated and the non-treated units in an observational study or quasi-experiment (i.e. when the treatment is not randomly assigned). The goal of matching is, for every treated unit, to find one (or more) non-treated unit(s) with similar observable characteristics against whom the effect of the treatment can be assessed. By matching treated units to similar non-treated units, matching enables a comparison of outcomes among treated and non-treated units to estimate the effect of the treatment reducing bias due to confounding. Propensity score matching, an early matching technique, was developed as part of the Rubin causal model model.Matching has been promoted by Donald Rubin. It was prominently criticized in economics by LaLonde (1986), who compared estimates of treatment effects from an experiment to comparable estimates produced with matching methods and showed that matching methods are biased. Dehejia and Wahba (1999) reevaluted LaLonde's critique and show that matching is a good solution. Similar critiques have been raised in political science and sociology journals.".
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- Matching_(statistics) wikiPageRevisionID "662689134".
- Matching_(statistics) wikiPageWikiLink Average_treatment_effect.
- Matching_(statistics) wikiPageWikiLink Bias_(statistics).
- Matching_(statistics) wikiPageWikiLink Category:Design_of_experiments.
- Matching_(statistics) wikiPageWikiLink Category:Econometrics.
- Matching_(statistics) wikiPageWikiLink Category:Medical_statistics.
- Matching_(statistics) wikiPageWikiLink Category:Observational_study.
- Matching_(statistics) wikiPageWikiLink Category:Sampling_techniques.
- Matching_(statistics) wikiPageWikiLink Confounding.
- Matching_(statistics) wikiPageWikiLink Donald_Rubin.
- Matching_(statistics) wikiPageWikiLink Economics.
- Matching_(statistics) wikiPageWikiLink Experiment.
- Matching_(statistics) wikiPageWikiLink External_validity.
- Matching_(statistics) wikiPageWikiLink In_vitro_fertilisation.
- Matching_(statistics) wikiPageWikiLink In_vitro_fertilization.
- Matching_(statistics) wikiPageWikiLink Multiple_birth.
- Matching_(statistics) wikiPageWikiLink Observational_study.
- Matching_(statistics) wikiPageWikiLink Paired_difference_test.
- Matching_(statistics) wikiPageWikiLink Political_science.
- Matching_(statistics) wikiPageWikiLink Propensity_score_matching.
- Matching_(statistics) wikiPageWikiLink Quasi-experiment.
- Matching_(statistics) wikiPageWikiLink Regression_analysis.
- Matching_(statistics) wikiPageWikiLink Rubin_causal_model.
- Matching_(statistics) wikiPageWikiLink Sampling_bias.
- Matching_(statistics) wikiPageWikiLink Sociology.
- Matching_(statistics) wikiPageWikiLink Statistical_bias.
- Matching_(statistics) wikiPageWikiLinkText "Matching (statistics)".
- Matching_(statistics) wikiPageWikiLinkText "Matching_(statistics)#Overmatching".
- Matching_(statistics) wikiPageWikiLinkText "matched".
- Matching_(statistics) wikiPageWikiLinkText "matching (statistics)".
- Matching_(statistics) wikiPageWikiLinkText "matching".
- Matching_(statistics) wikiPageWikiLinkText "statistical matching".
- Matching_(statistics) hasPhotoCollection Matching_(statistics).
- Matching_(statistics) wikiPageUsesTemplate Template:Authority_control.
- Matching_(statistics) wikiPageUsesTemplate Template:Cite_book.
- Matching_(statistics) wikiPageUsesTemplate Template:Portal.
- Matching_(statistics) wikiPageUsesTemplate Template:Reflist.
- Matching_(statistics) wikiPageUsesTemplate Template:Statistics.
- Matching_(statistics) subject Category:Design_of_experiments.
- Matching_(statistics) subject Category:Econometrics.
- Matching_(statistics) subject Category:Medical_statistics.
- Matching_(statistics) subject Category:Observational_study.
- Matching_(statistics) subject Category:Sampling_techniques.
- Matching_(statistics) hypernym Technique.
- Matching_(statistics) type Software.
- Matching_(statistics) type Thing.
- Matching_(statistics) comment "Matching is a statistical technique which is used to evaluate the effect of a treatment by comparing the treated and the non-treated units in an observational study or quasi-experiment (i.e. when the treatment is not randomly assigned). The goal of matching is, for every treated unit, to find one (or more) non-treated unit(s) with similar observable characteristics against whom the effect of the treatment can be assessed.".
- Matching_(statistics) label "Matching (statistics)".
- Matching_(statistics) sameAs Matching_(Statistik).
- Matching_(statistics) sameAs Mxc3xa9thode_dappariement.
- Matching_(statistics) sameAs m.080kvtx.
- Matching_(statistics) sameAs Q1321061.
- Matching_(statistics) sameAs Q1321061.
- Matching_(statistics) wasDerivedFrom Matching_(statistics)?oldid=662689134.
- Matching_(statistics) isPrimaryTopicOf Matching_(statistics).