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Collinearity and Two-Step Estimation of Sample Selection Models: Problems, Origins, and Remedies

Citations

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Cited by:

  1. Yiu Por (Vincent) Chen, 2016. "Fiscal Decentralization, Rural Industrialization and Undocumented Labour Mobility in Rural China, 1982–87," Regional Studies, Taylor & Francis Journals, vol. 50(9), pages 1469-1482, September.
  2. 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.
  3. 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).
  4. Mahuteau, Stephane & Piracha, Matloob & Tani, Massimiliano, 2010. "Selection Policy and Immigrants' Remittance Behaviour," IZA Discussion Papers 4874, Institute of Labor Economics (IZA).
  5. Emmanuel O. Ogundimu, 2022. "Regularization and variable selection in Heckman selection model," Statistical Papers, Springer, vol. 63(2), pages 421-439, April.
  6. Agovino, Massimiliano & Cerciello, Massimiliano & D'Isanto, Federica, 2021. "Religious participation and attitude towards LGBT+ communities. The case of Italy," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
  7. Mikhail Zhelonkin & Marc G. Genton & Elvezio Ronchetti, 2016. "Robust inference in sample selection models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(4), pages 805-827, September.
  8. Takashi Yamagata & Chris Orme, 2005. "On Testing Sample Selection Bias Under the Multicollinearity Problem," Econometric Reviews, Taylor & Francis Journals, vol. 24(4), pages 467-481.
  9. Jorge Davalos & Monica Puoma Lambon-Quayefio & Samuel B. Manu, 2017. "An empirical assessment of the union facilitation effect in the Ghanaian labor market Author-Name: Nkechi S. Owoo," Working Papers PMMA 2017-08, PEP-PMMA.
  10. Kulindwa, Yusuph J. & Ahlgren, Erik O., 2021. "Households and tree-planting for wood energy production – Do perceptions matter?," Forest Policy and Economics, Elsevier, vol. 130(C).
  11. 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.
  12. Yow-Jen Jou & Chien-Chia Huang & Hsun-Jung Cho, 2014. "A VIF-based optimization model to alleviate collinearity problems in multiple linear regression," Computational Statistics, Springer, vol. 29(6), pages 1515-1541, December.
  13. Vavrouskova, Lenka & Cechura, Lukas, 2012. "Wage Disparity and Inter-Occupation Specifics in Managing Czech Households’ Portfolios: What is the position of agricultural workers?," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 4(3), pages 1-13, September.
  14. Gad Allon & Sarang Deo & Wuqin Lin, 2013. "The Impact of Size and Occupancy of Hospital on the Extent of Ambulance Diversion: Theory and Evidence," Operations Research, INFORMS, vol. 61(3), pages 544-562, June.
  15. Paras Kharel & Jorge Dávalos & Kshitiz Dahal, 2022. "International remittances and nonfarm entrepreneurship among the left‐behind: Evidence from Nepal," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 208-241, February.
  16. 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.
  17. Emmanuel O. Ogundimu & Jane L. Hutton, 2016. "A Sample Selection Model with Skew-normal Distribution," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 43(1), pages 172-190, March.
  18. 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.
  19. 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.
  20. Rohit Aggarwal & Ram Gopal & Alok Gupta & Harpreet Singh, 2012. "Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 976-992, September.
  21. Yang Li & Walter J. Mayer, 2007. "Impact of corrections for dynamic selection bias on forecasts of retention behavior," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 26(8), pages 571-582.
  22. Tani, Massimiliano, 2012. "Does Immigration Policy Affect the Education-Occupation Mismatch? Evidence from Australia," IZA Discussion Papers 6937, Institute of Labor Economics (IZA).
  23. Ko, Eun-Jeong & McKelvie, Alexander, 2018. "Signaling for more money: The roles of founders' human capital and investor prominence in resource acquisition across different stages of firm development," Journal of Business Venturing, Elsevier, vol. 33(4), pages 438-454.
  24. Marra, Giampiero & Radice, Rosalba, 2013. "Estimation of a regression spline sample selection model," Computational Statistics & Data Analysis, Elsevier, vol. 61(C), pages 158-173.
  25. 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, Springer;European Association of Environmental and Resource Economists, vol. 25(4), pages 461-476, August.
  26. 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 123199, Agricultural and Applied Economics Association.
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