Interval Regression Models with;Endogenous Explanatory Variables
We consider the estimation of linear models where the dependent variable is observed by intervals and some continuous regressors may be endogenous. Our approach is fully parametric and two estimators are proposed: a two-step estimator and a limited-information maximum-likelihood estimator. The results can be summarised as follows: the two-step estimator may offer some computational advantages over the LIML (Limited Information Maximum Likelihood) estimator, and a Monte Carlo experiment suggests that its relative efficiency is rather satisfactory. The LIML estimator, however, is probably simpler to implement and has the advantage of providing a framework in which several testing procedures are more straightforward to perform. The application of TSLS (Two-Stage Least Squares) to a proxy of the dependent variable built by taking midpoints, on the other hand, leads to inconsistent estimates. An example application is also included, which uses Australian data on migrants' remittances.
|Date of creation:||Apr 2010|
|Date of revision:|
|Contact details of provider:|| Postal: Piazzale Martelli, 8, 60121 Ancona|
Phone: +39 071 220 7100
Fax: +39 071 220 7102
Web page: http://www.dises.univpm.it/
More information through EDIRC
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Giulia Bettin & Riccardo Lucchetti & Alberto Zazzaro, 2009.
"Income, consumption and remittances: evidence from immigrants to Australia,"
Mo.Fi.R. Working Papers
34, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
- Bettin, Giulia & Lucchetti, Riccardo & Zazzaro, Alberto, 2009. "Income, consumption and remittances: Evidence from immigrants to Australia," HWWI Research Papers 3-21, Hamburg Institute of International Economics (HWWI).
- Catalina Amuedo-Dorantes & Susan Pozo, 2006. "Remittances as insurance: evidence from Mexican immigrants," Journal of Population Economics, Springer, vol. 19(2), pages 227-254, June.
- Rothenberg, Thomas J, 1971. "Identification in Parametric Models," Econometrica, Econometric Society, vol. 39(3), pages 577-91, May.
- Donald Cox & Zekeriya Eser & Emmanuel Jimenez, 1996.
"Motives for Private Transfers over the Life Cycle: An Analytical Framework and Evidence for Peru,"
Boston College Working Papers in Economics
327., Boston College Department of Economics.
- Cox, Donald & Eser, Zekeriya & Jimenez, Emmanuel, 1998. "Motives for private transfers over the life cycle: An analytical framework and evidence for Peru," Journal of Development Economics, Elsevier, vol. 55(1), pages 57-80, February.
- Neumann, George & Olitsky, Neal & Robbins, Steve, 2009. "Job congruence, academic achievement, and earnings," Labour Economics, Elsevier, vol. 16(5), pages 503-509, October.
- Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
- Joseph V. Terza & Donald S. Kenkel & Tsui-Fang Lin & Shinichi Sakata, 2008. "Care-giver advice as a preventive measure for drinking during pregnancy: zeros, categorical outcome responses, and endogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 41-54.
- Elie Tamer, 2000.
"Inference in Censored Models with Endogenous Regressors,"
Econometric Society World Congress 2000 Contributed Papers
1815, Econometric Society.
- Han Hong & Elie Tamer, 2003. "Inference in Censored Models with Endogenous Regressors," Econometrica, Econometric Society, vol. 71(3), pages 905-932, 05.
- Rapoport, Hillel & Docquier, Frederic, 2006.
"The Economics of Migrants' Remittances,"
Handbook on the Economics of Giving, Reciprocity and Altruism,
- Agarwal, Reena & Horowitz, Andrew W., 2002. "Are International Remittances Altruism or Insurance? Evidence from Guyana Using Multiple-Migrant Households," World Development, Elsevier, vol. 30(11), pages 2033-2044, November.
- Chesher, Andrew & Irish, Margaret, 1987. "Residual analysis in the grouped and censored normal linear model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 33-61.
- Hiroyuki Kawakatsu & Ann G. Largey, 2009. "EM algorithms for ordered probit models with endogenous regressors," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 164-186, 03.
- Lucas, Robert E B & Stark, Oded, 1985. "Motivations to Remit: Evidence from Botswana," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 901-18, October.
- Charles F. Manski & Elie Tamer, 2002. "Inference on Regressions with Interval Data on a Regressor or Outcome," Econometrica, Econometric Society, vol. 70(2), pages 519-546, March.
- Hoddinott, John, 1994. "A Model of Migration and Remittances Applied to Western Kenya," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 459-76, July.
- Ken Clark & Stephen Drinkwater, 2007. "An Investigation Of Household Remittance Behaviour: Evidence From The United Kingdom," Manchester School, University of Manchester, vol. 75(6), pages 717-741, December.
- Brown, Richard P. C., 1997. "Estimating remittance functions for Pacific Island Migrants," World Development, Elsevier, vol. 25(4), pages 613-626, January.
- Mark B. Stewart, 1983.
"On Least Squares Estimation when the Dependent Variable is Grouped,"
Review of Economic Studies,
Oxford University Press, vol. 50(4), pages 737-753.
- Mark B. Stewart, 1982. "On Least Squares Estimation When the Dependent Variable is Grouped," Working Papers 539, Princeton University, Department of Economics, Industrial Relations Section..
- Stewart, Mark B, 1982. "On Least Squares Estimation when the Dependent Variable is Grouped," The Warwick Economics Research Paper Series (TWERPS) 207, University of Warwick, Department of Economics.
- Funkhouser, Edward, 1995. "Remittances from International Migration: A Comparison of El Salvador and Nicaragua," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 137-46, February.
- Gao, Chuanming & Lahiri, Kajal, 2000. "Further consequences of viewing LIML as an iterated Aitken estimator," Journal of Econometrics, Elsevier, vol. 98(2), pages 187-202, October.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
When requesting a correction, please mention this item's handle: RePEc:anc:wpaper:339. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Maurizio Mariotti)
If references are entirely missing, you can add them using this form.