{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T11:56:09Z","timestamp":1722599769328},"reference-count":32,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2007,10,1]],"date-time":"2007-10-01T00:00:00Z","timestamp":1191196800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Statistics & Data Analysis"],"published-print":{"date-parts":[[2007,10]]},"DOI":"10.1016\/j.csda.2006.12.036","type":"journal-article","created":{"date-parts":[[2006,12,31]],"date-time":"2006-12-31T12:04:46Z","timestamp":1167566686000},"page":"773-789","source":"Crossref","is-referenced-by-count":30,"title":["Missing data imputation, matching and other applications of random recursive partitioning"],"prefix":"10.1016","volume":"52","author":[{"given":"Stefano M.","family":"Iacus","sequence":"first","affiliation":[]},{"given":"Giuseppe","family":"Porro","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.csda.2006.12.036_bib1","first-page":"25","article-title":"The irises of the Gaspe Peninsula","volume":"59","author":"Anderson","year":"1935","journal-title":"Bull. Amer. Iris Soc."},{"key":"10.1016\/j.csda.2006.12.036_bib2","unstructured":"Bonek, E., Herdin, M., 2004. A MIMO correlation matrix based metric for characterizing non-stationarity. In: Proceedings of the 13th IST Mobile & Wireless Communications Summit 2004, Lyon, France, June, 2004. Available at \u3008http:\/\/publik.tuwien.ac.at\/files\/pub-et_8791.pdf\u3009."},{"key":"10.1016\/j.csda.2006.12.036_bib3","unstructured":"Bonek, E., Czink, N., Herdin, M., \u00d6zcelik, H., 2005. Correlation matrix distance, a meaningful measure for evaluation of non-stationary MIMO Channels. In: Proceedings of VTC 2005 Spring, Stockholm, Schweden, May 2005, pp. 1\u20135. Available at \u3008http:\/\/publik.tuwien.ac.at\/files\/pub-et_10119.pdf\u3009."},{"issue":"1","key":"10.1016\/j.csda.2006.12.036_bib4","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach. Learn."},{"key":"10.1016\/j.csda.2006.12.036_bib5","unstructured":"Breiman, L., 2002. Manual on setting up, using, and understanding random forests V3.1 \u3008http:\/\/oz.berkeley.edu\/users\/breiman\/\u3009."},{"key":"10.1016\/j.csda.2006.12.036_bib6","series-title":"Classification and Regression Trees","author":"Breiman","year":"1984"},{"key":"10.1016\/j.csda.2006.12.036_bib7","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/S0167-9473(98)00032-2","article-title":"Nearest-neighbor classification with categorical variables","volume":"28","author":"Buttrey","year":"1998","journal-title":"Comput. Statist. Data Anal."},{"key":"10.1016\/j.csda.2006.12.036_bib8","unstructured":"Chih-Chung, C., Chih-Jen, L., 1990. LIBSVM: A Library for Support Vector Machines \u3008http:\/\/www.csie.ntu.edu.tw\/\u223ccjlin\/libsvm\u3009."},{"key":"10.1016\/j.csda.2006.12.036_bib9","series-title":"Pattern Recognition: A Statistical Approach","author":"Devijver","year":"1982"},{"issue":"1\u20132","key":"10.1016\/j.csda.2006.12.036_bib10","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1016\/j.jeconom.2004.04.012","article-title":"Practical propensity score matching: a reply to Smith and Todd","volume":"125","author":"Dehejia","year":"2005","journal-title":"J. Econometrics"},{"key":"10.1016\/j.csda.2006.12.036_bib11","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.2307\/2669919","article-title":"Causal effects in nonexperimental studies: reevaluating the evaluation of training programs","volume":"94","author":"Dehejia","year":"1999","journal-title":"J. Amer. Statist. Assoc."},{"issue":"1","key":"10.1016\/j.csda.2006.12.036_bib12","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1162\/003465302317331982","article-title":"Propensity score matching methods for non-experimental causal studies","volume":"84","author":"Dehejia","year":"2002","journal-title":"Rev. Econom. Statist."},{"key":"10.1016\/j.csda.2006.12.036_bib13","unstructured":"Diamond, A., Sekhon, J.S., 2005. Genetic matching for estimating causal effects: a general multivariate matching method for achieving balance in observational studies. Working Paper. Available at \u3008http:\/\/sekhon.polisci.berkeley.edu\/papers\/GenMatch.pdf\u3009."},{"key":"10.1016\/j.csda.2006.12.036_bib14","doi-asserted-by":"crossref","unstructured":"Fisher, R.A., 1936. The use of multiple measurements in taxonomic problems. Ann. Eugenics, 7, Part II, 179188.","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"10.1016\/j.csda.2006.12.036_bib15","unstructured":"Friedman, J., 1984. Flexible metric nearest-neighbor classification. Technical Report, Stanford University."},{"key":"10.1016\/j.csda.2006.12.036_bib16","doi-asserted-by":"crossref","first-page":"405","DOI":"10.2307\/1390693","article-title":"Comparison of multivariates matching methods: structures, distances and algorithms","volume":"2","author":"Gu","year":"1993","journal-title":"J. Comput. Graph. Statist."},{"key":"10.1016\/j.csda.2006.12.036_bib17","unstructured":"Hanson, R.H., 1978. The current population survey: design and methodology. Technical Paper No. 40, U.S. Bureau of the Census."},{"key":"10.1016\/j.csda.2006.12.036_bib18","unstructured":"Hartigan, J.A., 1982. Classification. In: S. Kotz, N.L. Johnson, C.B. Read (Eds.), Encyclopedia of Statistical Sciences, vol. 2. Wiley, New York, p. 110."},{"issue":"4","key":"10.1016\/j.csda.2006.12.036_bib19","doi-asserted-by":"crossref","first-page":"605","DOI":"10.2307\/2971733","article-title":"Matching as an econometric evaluation estimator: evidence from evaluating a job training programme","volume":"64","author":"Heckman","year":"1997","journal-title":"Rev. Econom. Stud."},{"issue":"5","key":"10.1016\/j.csda.2006.12.036_bib20","doi-asserted-by":"crossref","first-page":"1017","DOI":"10.2307\/2999630","article-title":"Characterizing selection bias using experimental data","volume":"66","author":"Heckman","year":"1998","journal-title":"Econometrica"},{"key":"10.1016\/j.csda.2006.12.036_bib21","series-title":"Applied Survival Analysis. Regression Modeling of Time to Event Data","author":"Hosmer","year":"1999"},{"key":"10.1016\/j.csda.2006.12.036_bib22","doi-asserted-by":"crossref","unstructured":"Iacus, S.M., Porro, G., 2006. Random recursive partitioning: a matching method for the estimation of the average treatment effect. Available at \u3008http:\/\/services.bepress.com\/unimi\/economics\/art9\/\u3009.","DOI":"10.2139\/ssrn.905141"},{"key":"10.1016\/j.csda.2006.12.036_bib23","first-page":"604","article-title":"Evaluating the econometric evaluations of training programs","volume":"76","author":"Lalonde","year":"1986","journal-title":"American Economic Review"},{"key":"10.1016\/j.csda.2006.12.036_bib24","series-title":"Statistical Analysis with Missing Data","author":"Little","year":"2002"},{"key":"10.1016\/j.csda.2006.12.036_bib25","first-page":"361","article-title":"Regression trees with unbiased variable selection and interaction decision","volume":"12","author":"Loh","year":"2002","journal-title":"Statist. Sinica"},{"key":"10.1016\/j.csda.2006.12.036_bib26","series-title":"Pattern Recognition and Neural Networks","author":"Ripley","year":"1996"},{"key":"10.1016\/j.csda.2006.12.036_bib27","unstructured":"Ripley, B.D., 1997. Classification (update). In: S. Kotz, C.B. Read, D.L. Banks (Eds.), Encyclopedia of Statistical Sciences, vol. 1. Wiley, New York."},{"key":"10.1016\/j.csda.2006.12.036_bib28","doi-asserted-by":"crossref","first-page":"1024","DOI":"10.2307\/2290079","article-title":"Optimal matching in observational studies","volume":"84","author":"Rosenbaum","year":"1989","journal-title":"J. Amer. Statist. Assoc."},{"key":"10.1016\/j.csda.2006.12.036_bib29","doi-asserted-by":"crossref","unstructured":"Rosenbaum, P.R., 2002. Observational Studies, second ed. Springer, New York.","DOI":"10.1007\/978-1-4757-3692-2"},{"issue":"1\u20132","key":"10.1016\/j.csda.2006.12.036_bib30","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/j.jeconom.2004.04.011","article-title":"Does matching overcome Lalonde's critique of nonexperimental estimators?","volume":"125","author":"Smith","year":"2005","journal-title":"J. Econometrics"},{"issue":"1\u20132","key":"10.1016\/j.csda.2006.12.036_bib31","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.jeconom.2004.04.013","article-title":"Rejoinder (Dehejia, R. 2005. Practical propensity score matching: a reply to Smith and Todd. J. Econometrics 125(1\u20132), 355\u2013364)","volume":"125","author":"Smith","year":"2005","journal-title":"J. Econometrics"},{"key":"10.1016\/j.csda.2006.12.036_bib32","doi-asserted-by":"crossref","unstructured":"Venables, W.N., Ripley, B.D., 2002. Modern Applied Statistics with S, fourth ed. Springer, New York.","DOI":"10.1007\/978-0-387-21706-2"}],"container-title":["Computational Statistics & Data Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167947306005135?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167947306005135?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,4,23]],"date-time":"2019-04-23T12:01:13Z","timestamp":1556020873000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0167947306005135"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,10]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2007,10]]}},"alternative-id":["S0167947306005135"],"URL":"https:\/\/doi.org\/10.1016\/j.csda.2006.12.036","relation":{},"ISSN":["0167-9473"],"issn-type":[{"value":"0167-9473","type":"print"}],"subject":[],"published":{"date-parts":[[2007,10]]}}}