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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. 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.
  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. Marra, Giampiero & Radice, Rosalba, 2013. "Estimation of a regression spline sample selection model," Computational Statistics & Data Analysis, Elsevier, vol. 61(C), pages 158-173.
  4. 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.
  5. 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).
  6. Matloob Piracha & Stephane Mahuteau & Massimiliano Tani, 2010. "Selection Policy and Immigrants’ Remittance Behaviour," Studies in Economics 1003, School of Economics, University of Kent.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. Tani, Massimiliano, 2012. "Does Immigration Policy Affect the Education-Occupation Mismatch? Evidence from Australia," IZA Discussion Papers 6937, Institute of Labor Economics (IZA).
  20. 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.
  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. 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).
  23. Emmanuel O. Ogundimu, 2022. "Regularization and variable selection in Heckman selection model," Statistical Papers, Springer, vol. 63(2), pages 421-439, April.
  24. 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).
  25. 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.
  26. 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.
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