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The medical expenditure variable, the outcome of interest, has a significant proportion of zeros that are handled using the two\u2010part model, extended to handle endogenous insurance. The estimation approach is Bayesian, based on the Gibbs Sampler. The model is applied to a sample of 20 460 individuals obtained from the Medical Expenditure Panel Survey. The results provide substantial evidence of selectivity. Copyright \u00a9 2006 John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/jae.891","type":"journal-article","created":{"date-parts":[[2006,11,27]],"date-time":"2006-11-27T11:29:37Z","timestamp":1164626977000},"page":"1081-1099","source":"Crossref","is-referenced-by-count":69,"title":["Bayesian analysis of the two\u2010part model with endogeneity: application to health care expenditure"],"prefix":"10.1002","volume":"21","author":[{"given":"Partha","family":"Deb","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Murat K.","family":"Munkin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pravin K.","family":"Trivedi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2006,11,27]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1993.10476321"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6296(98)00032-0"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(02)00122-7"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1162\/003355398555649"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.2307\/1391852"},{"key":"e_1_2_9_7_1","first-page":"571","volume-title":"Computing Science and Statistics: Proceedings of the Twenty\u2010Third Symposium on the Interface","author":"Geweke J","year":"1991"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00444"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1574-0064(00)80172-9"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.2307\/2555917"},{"key":"e_1_2_9_11_1","unstructured":"HosekSD MarquisMS WellsKB.1990.Health care utilization in employer plans with preferred provider organization options.Rand Report R\u20103800\u2010HHS\/NIMH."},{"key":"e_1_2_9_12_1","first-page":"911","article-title":"Uninsured status and out\u2010of\u2010pocket costs at midlife","volume":"35","author":"Johnson RW","year":"2000","journal-title":"Health Services Research"},{"key":"e_1_2_9_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1574-0064(00)80165-1"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.2307\/1391677"},{"key":"e_1_2_9_15_1","first-page":"3","article-title":"A survey of the literature on selectivity bias as it pertains to health care markets","volume":"6","author":"Maddala GS","year":"1985","journal-title":"Health Economics and Health Services Research"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6296(01)00086-8"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(00)00034-8"},{"key":"e_1_2_9_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-1255(199601)11:1<59::AID-JAE371>3.0.CO;2-A"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.1002\/hec.664"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6296(98)00030-7"},{"key":"e_1_2_9_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(02)00223-3"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1198\/073500103288618945"},{"key":"e_1_2_9_23_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1987.10478458"},{"key":"e_1_2_9_24_1","doi-asserted-by":"crossref","first-page":"614","DOI":"10.1080\/01621459.1995.10476554","article-title":"Computing Bayes factors using a generalization of the Savage\u2013dickey density ratio","volume":"90","author":"Verdinelli I","year":"1995","journal-title":"Journal of American Statistical Association"}],"container-title":["Journal of Applied Econometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fjae.891","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jae.891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,18]],"date-time":"2023-10-18T11:44:22Z","timestamp":1697629462000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/jae.891"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,11]]},"references-count":23,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2006,11]]}},"alternative-id":["10.1002\/jae.891"],"URL":"https:\/\/doi.org\/10.1002\/jae.891","archive":["Portico"],"relation":{},"ISSN":["0883-7252","1099-1255"],"issn-type":[{"value":"0883-7252","type":"print"},{"value":"1099-1255","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,11]]}}}