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A quasi\u2010experimental design, estimating models on a sub\u2010population of the data and evaluating performance on another sub\u2010population, is used to compare this distribution with its nested and limiting cases. While for these data the beta of the second kind (B2) distribution and generalised gamma (GG) distribution outperform the GB2, our results illustrate that the GB2 can be used as a device for choosing among competing parametric distributions for healthcare cost data. Copyright \u00a9 2013 John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/jae.2334","type":"journal-article","created":{"date-parts":[[2013,7,8]],"date-time":"2013-07-08T10:56:37Z","timestamp":1373280997000},"page":"649-670","source":"Crossref","is-referenced-by-count":29,"title":["APPLYING BETA\u2010TYPE SIZE DISTRIBUTIONS TO HEALTHCARE COST REGRESSIONS"],"prefix":"10.1002","volume":"29","author":[{"given":"Andrew M.","family":"Jones","sequence":"first","affiliation":[{"name":"Department of Economics and Related Studies University of York  UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James","family":"Lomas","sequence":"additional","affiliation":[{"name":"Department of Economics and Related Studies University of York  UK"},{"name":"Centre for Health Economics University of York  UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nigel","family":"Rice","sequence":"additional","affiliation":[{"name":"Department of Economics and Related Studies University of York  UK"},{"name":"Centre for Health Economics University of York  UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2013,7,8]]},"reference":[{"key":"e_1_2_9_2_1","first-page":"364","article-title":"Uncertainty and the evaluation of public investment decisions","volume":"60","author":"Arrow KJ","year":"1970","journal-title":"American Economic Review"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/hec.852"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/hec.1099"},{"key":"e_1_2_9_5_1","first-page":"91","article-title":"Something new, something old: parametric models for the size of distribution of income","volume":"6","author":"Bordley R","year":"1997","journal-title":"Journal of Income Distribution"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhealeco.2003.10.005"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/sim.3292"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6687(90)90003-V"},{"key":"e_1_2_9_9_1","unstructured":"DebP BurgessJF.2003.A quasi\u2010experimental comparison of econometric models for health care expenditures. 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