Collinearity and Two-Step Estimation of Sample Selection Models: Problems, Origins and Remedies
AbstractThis paper investigates the origins of the collinearity problems encountered in the two-step estimation method for sample selection models. The analysis reveals several critical misconceptions and deficiencies in the literature. Remedies to the collinearity problems are proposed and evaluated.
Download InfoTo our knowledge, this item is not available for download. To find whether it is available, there are three options:
1. Check below under "Related research" whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
Bibliographic InfoPaper provided by University of Rochester - Center for Economic Research (RCER) in its series RCER Working Papers with number 419.
Length: 29 pages
Date of creation: 1996
Date of revision:
Contact details of provider:
Postal: University of Rochester, Center for Economic Research, Department of Economics, Harkness 231 Rochester, New York 14627 U.S.A.
Other versions of this item:
- Siu Fai Leung & Shihti Yu, 2000. "Collinearity and Two-Step Estimation of Sample Selection Models: Problems, Origins, and Remedies," Computational Economics, Society for Computational Economics, vol. 15(3), pages 173-199, June.
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
You can help add them by filling out this form.
CitEc Project, subscribe to its RSS feed for this item.
- Tani, Massimiliano, 2012.
"Does Immigration Policy Affect the Education-Occupation Mismatch? Evidence from Australia,"
IZA Discussion Papers
6937, Institute for the Study of Labor (IZA).
- Tani, Massimiliano, 2012. "Does immigration policy affect the education--occupation mismatch? Evidence from Australia," Australian Bulletin of Labour, National Institute of Labour Studies, vol. 38(2), pages 111-141.
- William Fonta & H. Ichoku & Jane Kabubo-Mariara, 2010. "The effect of protest zeros on estimates of willingness to pay in healthcare contingent valuation analysis," Applied Health Economics and Health Policy, Springer, vol. 8(4), pages 225-237, July.
- Erika Spissu & Abdul Pinjari & Ram Pendyala & Chandra Bhat, 2009. "A copula-based joint multinomial discrete–continuous model of vehicle type choice and miles of travel," Transportation, Springer, vol. 36(4), pages 403-422, July.
- Elisabetta Strazzera & Margarita Genius & Riccardo Scarpa & George Hutchinson, 2003. "The Effect of Protest Votes on the Estimates of WTP for Use Values of Recreational Sites," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 25(4), pages 461-476, August.
- Costanigro, Marco & Kroll, Stephan & Thilmany, Dawn D., 2012. "Local, Organic, Conventional— Asymmetric Effects of Information and Taste on Label Preferences in an Experimental Auction," 2012 AAEA/EAAE Food Environment Symposium, May 30-31, Boston, MA 123199, Agricultural and Applied Economics Association.
- Mahuteau, Stéphane & Piracha, Matloob & Tani, Massimiliano, 2010.
"Selection Policy and Immigrants' Remittance Behaviour,"
IZA Discussion Papers
4874, Institute for the Study of Labor (IZA).
- Matloob Piracha & Stephane Mahuteau & Massimiliano Tani, 2010. "Selection Policy and Immigrants’ Remittance Behaviour," Studies in Economics 1003, Department of Economics, University of Kent.
- Susanne Elsas, 2013. "Pooling and Sharing Income within Households: A Satisfaction Approach," SOEPpapers on Multidisciplinary Panel Data Research 587, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Elisabetta Strazzera & Margarita Genius, 2004. "The Copula Approach to Sample Selection Modelling: An Application to the Recreational Value of Forests," Working Papers 2004.73, Fondazione Eni Enrico Mattei.
- M. Genius & E. Strazzera, 2003. "The copula approach of sampling selection modelling: an application to the recreational value of forests," Working Paper CRENoS 200308, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Bhat, Chandra R. & Eluru, Naveen, 2009. "A copula-based approach to accommodate residential self-selection effects in travel behavior modeling," Transportation Research Part B: Methodological, Elsevier, vol. 43(7), pages 749-765, August.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Gabriel Mihalache).
If references are entirely missing, you can add them using this form.