{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T10:45:14Z","timestamp":1787741114112,"version":"build-2784847793"},"reference-count":32,"publisher":"Wiley","issue":"2","license":[{"start":{"date-parts":[[2017,8,8]],"date-time":"2017-08-08T00:00:00Z","timestamp":1502150400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J of Applied Econometrics"],"published-print":{"date-parts":[[2018,3]]},"abstract":"<jats:title>Summary<\/jats:title><jats:p>We consider estimating binary response models on an unbalanced panel, where the outcome of the dependent variable may be missing due to nonrandom selection, or there is self\u2010selection into a treatment. In the present paper, we first consider estimation of sample selection models and treatment effects using a fully parametric approach, where the error distribution is assumed to be normal in both primary and selection equations. Arbitrary time dependence in errors is permitted. Estimation of both coefficients and partial effects, as well as tests for selection bias, are discussed. Furthermore, we consider a semiparametric estimator of binary response panel data models with sample selection that is robust to a variety of error distributions. The estimator employs a control function approach to account for endogenous selection and permits consistent estimation of scaled coefficients and relative effects.<\/jats:p>","DOI":"10.1002\/jae.2592","type":"journal-article","created":{"date-parts":[[2017,8,8]],"date-time":"2017-08-08T10:12:36Z","timestamp":1502187156000},"page":"179-197","source":"Crossref","is-referenced-by-count":47,"title":["Binary response panel data models with sample selection and self\u2010selection"],"prefix":"10.1002","volume":"33","author":[{"given":"Anastasia","family":"Semykina","sequence":"first","affiliation":[{"name":"Department of Economics Florida State University  Tallahassee, FL USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeffrey M.","family":"Wooldridge","sequence":"additional","affiliation":[{"name":"Department of Economics Michigan State University  East Lansing MI, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2017,8,8]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(02)00201-4"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1198\/073500107000000269"},{"key":"e_1_2_10_4_1","volume-title":"Simple Estimators for Monotone Index Models (Working Paper)","author":"Ahn H.","year":"2004"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-937X.2004.00299.x"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.2307\/2297110"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(00)00074-9"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1162\/0034653041811734"},{"key":"e_1_2_10_9_1","doi-asserted-by":"publisher","DOI":"10.2307\/146110"},{"key":"e_1_2_10_10_1","doi-asserted-by":"publisher","DOI":"10.2307\/2951583"},{"key":"e_1_2_10_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/07474930008800476"},{"key":"e_1_2_10_12_1","doi-asserted-by":"publisher","DOI":"10.1353\/jhr.2010.0018"},{"key":"e_1_2_10_13_1","doi-asserted-by":"publisher","DOI":"10.2307\/2171739"},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00304"},{"key":"e_1_2_10_15_1","volume-title":"Nonparametric Econometrics: Theory and Practice","author":"Li Q.","year":"2007"},{"key":"e_1_2_10_16_1","doi-asserted-by":"publisher","DOI":"10.1162\/REST_a_00097"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.2307\/2526528"},{"key":"e_1_2_10_18_1","doi-asserted-by":"publisher","DOI":"10.2307\/1913646"},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.2307\/1391724"},{"key":"e_1_2_10_20_1","volume-title":"On computing average partial effects in models with endogeneity or heterogeneity (Working paper)","author":"Nam S.","year":"2016"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2008.05.009"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(84)90004-6"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.2307\/1914308"},{"key":"e_1_2_10_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(88)90063-2"},{"key":"e_1_2_10_25_1","doi-asserted-by":"publisher","DOI":"10.2307\/20076195"},{"key":"e_1_2_10_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2009.04.005"},{"key":"e_1_2_10_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2010.03.039"},{"key":"e_1_2_10_28_1","doi-asserted-by":"publisher","DOI":"10.2307\/1911314"},{"key":"e_1_2_10_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhealeco.2007.09.009"},{"key":"e_1_2_10_30_1","doi-asserted-by":"publisher","DOI":"10.1002\/jae.3950070407"},{"key":"e_1_2_10_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(94)01645-G"},{"key":"e_1_2_10_32_1","volume-title":"Econometric analysis of cross section and panel data","author":"Wooldridge J. 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