{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T14:16:24Z","timestamp":1778163384291,"version":"3.51.4"},"reference-count":19,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,3,30]],"date-time":"2018-03-30T00:00:00Z","timestamp":1522368000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Stat Methods Appl"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s10260-018-0427-1","type":"journal-article","created":{"date-parts":[[2018,3,30]],"date-time":"2018-03-30T10:11:34Z","timestamp":1522404694000},"page":"27-56","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Sample selection models for discrete and other non-Gaussian response variables"],"prefix":"10.1007","volume":"28","author":[{"given":"Adelchi","family":"Azzalini","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6014-5207","authenticated-orcid":false,"given":"Hyoung-Moon","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hea-Jung","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,3,30]]},"reference":[{"key":"427_CR1","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0304-4076(93)90111-H","volume":"58","author":"H Anh","year":"1993","unstructured":"Anh H, Powell JL (1993) Semiparametric estimation of censored selection models with a nonparametric selection mechanism. J Econom 58:3\u201329","journal-title":"J Econom"},{"key":"427_CR2","doi-asserted-by":"crossref","unstructured":"Azzalini A, Capitanio A (2014) The skew-normal and related families. In: IMS monographs series. Cambridge University Press, Cambridge","DOI":"10.1017\/CBO9781139248891"},{"key":"427_CR3","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1111\/1467-9868.00055","volume":"59","author":"JB Copas","year":"1997","unstructured":"Copas JB, Li HG (1997) Inference for non-random samples (with discussion). J R Stat Soc Ser B 59:55\u201395","journal-title":"J R Stat Soc Ser B"},{"key":"427_CR4","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/S0922-1425(98)00030-9","volume":"10","author":"W Greene","year":"1998","unstructured":"Greene W (1998) Sample selection in credit-scoring models. Jpn World Econ 10:299\u2013316","journal-title":"Jpn World Econ"},{"key":"427_CR5","volume-title":"Econometric analysis","author":"WH Greene","year":"2012","unstructured":"Greene WH (2012) Econometric analysis, 7th edn. Pearson Education Ltd, Harlow","edition":"7"},{"key":"427_CR6","first-page":"475","volume":"5","author":"JJ Heckman","year":"1976","unstructured":"Heckman JJ (1976) The common structure of statistical models of truncation, sample selection and limited dependent variables, and a simple estimator for such models. Ann Econ Soc Meas 5:475\u2013492","journal-title":"Ann Econ Soc Meas"},{"key":"427_CR7","doi-asserted-by":"publisher","first-page":"153","DOI":"10.2307\/1912352","volume":"47","author":"JJ Heckman","year":"1979","unstructured":"Heckman JJ (1979) Sample selection bias as a specification error. Econometrica 47:153\u2013161","journal-title":"Econometrica"},{"key":"427_CR8","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1080\/01621459.2012.656011","volume":"107","author":"YV Marchenko","year":"2012","unstructured":"Marchenko YV, Genton MG (2012) A Heckman selection- $$t$$ t model. J Am Stat Assoc 107:304\u2013317","journal-title":"J Am Stat Assoc"},{"key":"427_CR9","unstructured":"Marra G, Radice R (2017) GJRM: generalised joint regression models with binary\/continuous\/discrete\/survival margins. R package version 0.1-4"},{"key":"427_CR10","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1016\/j.csda.2016.06.003","volume":"104","author":"G Marra","year":"2016","unstructured":"Marra G, Wyszynski K (2016) Semi-parametric copula sample selection models for count responses. Comput Stat Data Anal 104:110\u2013129","journal-title":"Comput Stat Data Anal"},{"key":"427_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3242-6","volume-title":"Generalized linear models","author":"P McCullagh","year":"1989","unstructured":"McCullagh P, Nelder JA (1989) Generalized linear models, 2nd edn. Chapman & Hall\/CRC, London","edition":"2"},{"key":"427_CR12","doi-asserted-by":"publisher","first-page":"S217","DOI":"10.1111\/j.1368-423X.2008.00263.x","volume":"12","author":"WK Newey","year":"2009","unstructured":"Newey WK (2009) Two-step estimation of sample selection models. Econom J 12:S217\u2013S229","journal-title":"Econom J"},{"key":"427_CR13","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1002\/jae.638","volume":"17","author":"JE Prieger","year":"2002","unstructured":"Prieger JE (2002) A flexible parametric selection model for non-normal data with application to health care usage. J Appl Econom 17:367\u2013392","journal-title":"J Appl Econom"},{"key":"427_CR14","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1002\/jae.680","volume":"18","author":"RR Riphahn","year":"2003","unstructured":"Riphahn RR, Wambach A, Million A (2003) Incentive effects in the demand for health care: a bivariate panel count data estimation. J Appl Econom 18:387\u2013405","journal-title":"J Appl Econom"},{"key":"427_CR15","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/S0304-4076(97)00082-1","volume":"84","author":"JV Terza","year":"1998","unstructured":"Terza JV (1998) Estimating count data models with endogenous switching: sample selection and endogenous treatment effects. J Econom 84:129\u2013154","journal-title":"J Econom"},{"issue":"2","key":"427_CR16","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/0304-4076(81)90028-2","volume":"17","author":"WPMM Ven Van de","year":"1981","unstructured":"Van de Ven WPMM, Van Praag BMS (1981) The demand for deductibles in private health insurance: a probit model with sample selection. J Econom 17(2):229\u2013252 (Corrigendum in 22(3):395, 1983)","journal-title":"J Econom"},{"key":"427_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/s00180-017-0762-y","author":"K Wyszynski","year":"2017","unstructured":"Wyszynski K, Marra G (2017) Sample selection models for count data in R. Comput Stat. https:\/\/doi.org\/10.1007\/s00180-017-0762-y","journal-title":"Comput Stat"},{"key":"427_CR18","volume-title":"Econometric analysis of cross section and panel data","author":"J Wooldridge","year":"2010","unstructured":"Wooldridge J (2010) Econometric analysis of cross section and panel data, 2nd edn. The MIT Press, Cambridge","edition":"2"},{"key":"427_CR19","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1111\/rssb.12136","volume":"78","author":"M Zhelonkin","year":"2016","unstructured":"Zhelonkin M, Genton GG, Ronchetti E (2016) Robust inference in sample selection models. J R Stat Soc Ser B 78:805\u2013827","journal-title":"J R Stat Soc Ser B"}],"container-title":["Statistical Methods &amp; Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10260-018-0427-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-018-0427-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-018-0427-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,17]],"date-time":"2022-08-17T14:30:59Z","timestamp":1660746659000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10260-018-0427-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,30]]},"references-count":19,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["427"],"URL":"https:\/\/doi.org\/10.1007\/s10260-018-0427-1","relation":{},"ISSN":["1618-2510","1613-981X"],"issn-type":[{"value":"1618-2510","type":"print"},{"value":"1613-981X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,30]]},"assertion":[{"value":"25 March 2018","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 March 2018","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}