Spatial Dependence in Subprime Mortgage Defaults
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DOI: 10.1007/s11146-019-09708-w
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- Anish Goorah, 2007. "Real Estate Risk Management with Copulas," Journal of Property Research, Taylor & Francis Journals, vol. 24(4), pages 289-311, December.
- Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015.
"The failure of models that predict failure: Distance, incentives, and defaults,"
Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
- Seru, Amit & Rajan, Uday & Vig, Vikrant, 2015. "The Failure of Models That Predict Failure: Distance, Incentives, and Defaults," Research Papers 3464, Stanford University, Graduate School of Business.
- Sueyoshi, Glenn T, 1995. "A Class of Binary Response Models for Grouped Duration Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 411-431, Oct.-Dec..
- Elliot Anenberg & Edward Kung, 2014. "Estimates of the Size and Source of Price Declines Due to Nearby Foreclosures," American Economic Review, American Economic Association, vol. 104(8), pages 2527-2551, August.
- Charles Towe & Chad Lawley, 2013. "The Contagion Effect of Neighboring Foreclosures," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 313-335, May.
- Yuliya Demyanyk & Otto Van Hemert, 2011.
"Understanding the Subprime Mortgage Crisis,"
The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
- Yuliya Demyanyk & Otto van Hemert, 2009. "Understanding the subprime mortgage crisis," Proceedings, Federal Reserve Bank of San Francisco, issue Jan.
- Yuliya Demyanyk & Otto van Hemert, 2008. "Understanding the subprime mortgage crisis," Proceedings 1092, Federal Reserve Bank of Chicago.
- Ashcraft, A. & Goldsmith-Pinkham, P. & Vickery, J., 2010.
"MBS Ratings and the Mortgage Credit Boom,"
Other publications TiSEM
aea4b6fb-eb57-49d4-a347-f, Tilburg University, School of Economics and Management.
- Ashcraft, A. & Goldsmith-Pinkham, P. & Vickery, J., 2010. "MBS Ratings and the Mortgage Credit Boom," Other publications TiSEM 5da00f7a-44c3-4829-903c-d, Tilburg University, School of Economics and Management.
- Ashcraft, A. & Goldsmith-Pinkham, P. & Vickery, J., 2010. "MBS Ratings and the Mortgage Credit Boom," Discussion Paper 2010-89S, Tilburg University, Center for Economic Research.
- Adam B. Ashcraft & Paul Goldsmith-Pinkham & James Vickery, 2010. "MBS ratings and the mortgage credit boom," Staff Reports 449, Federal Reserve Bank of New York.
- Yongheng Deng & Andrey D. Pavlov & Lihong Yang, 2005.
"Spatial Heterogeneity in Mortgage Terminations by Refinance, Sale and Default,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 33(4), pages 739-764, December.
- Yongheng Deng & Andrey D. Pavlov & Lihong Yang, 2004. "Spatial Heterogeneity in Mortgage Terminations by Refinance, Sale and Default," Working Paper 8602, USC Lusk Center for Real Estate.
- David Zimmer, 2015. "Time-Varying Correlation in Housing Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 51(1), pages 86-100, July.
- Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007.
"Common Failings: How Corporate Defaults Are Correlated,"
Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, February.
- Sanjiv Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2006. "Common Failings: How Corporate Defaults are Correlated," NBER Working Papers 11961, National Bureau of Economic Research, Inc.
- Kau, James B, et al, 1992. "A Generalized Valuation Model for Fixed-Rate Residential Mortgages," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 24(3), pages 279-299, August.
- Kau, James B. & Keenan, Donald C. & Lyubimov, Constantine & Carlos Slawson, V., 2011.
"Subprime mortgage default,"
Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 75-87, September.
- Kau, James B. & Keenan, Donald C. & Lyubimov, Constantine & Carlos Slawson, V., 2011. "Subprime mortgage default," Journal of Urban Economics, Elsevier, vol. 70(2), pages 75-87.
- repec:arz:wpaper:eres2007-170 is not listed on IDEAS
- Cristiano Varin, 2008. "On composite marginal likelihoods," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(1), pages 1-28, February.
- Cristiano Varin & Paolo Vidoni, 2005. "A note on composite likelihood inference and model selection," Biometrika, Biometrika Trust, vol. 92(3), pages 519-528, September.
- Duffee, Gregory R, 1999.
"Estimating the Price of Default Risk,"
The Review of Financial Studies, Society for Financial Studies, vol. 12(1), pages 197-226.
- Gregory R. Duffee, "undated". "Estimating the Price of Default Risk," Finance and Economics Discussion Series 1996-29, Board of Governors of the Federal Reserve System (U.S.), revised 04 Dec 2019.
- Gregory R. Duffee, 1996. "Estimating the price of default risk," Finance and Economics Discussion Series 96-29, Board of Governors of the Federal Reserve System (U.S.).
- Yun Bai & Peter X.-K. Song & T. E. Raghunathan, 2012. "Joint composite estimating functions in spatiotemporal models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 74(5), pages 799-824, November.
- Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013.
"The Determinants of Attitudes toward Strategic Default on Mortgages,"
Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
- Luigi Guiso & Paola Sapienza & Luigi Zingales, 2010. "The Determinants of Attitudes towards Strategic Default on Mortgages," Economics Working Papers ECO2010/31, European University Institute.
- Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August.
- Harding, John P. & Rosenblatt, Eric & Yao, Vincent W., 2009. "The contagion effect of foreclosed properties," Journal of Urban Economics, Elsevier, vol. 66(3), pages 164-178, November.
- John Y. Campbell & Stefano Giglio & Parag Pathak, 2011.
"Forced Sales and House Prices,"
American Economic Review, American Economic Association, vol. 101(5), pages 2108-2131, August.
- John Y. Campbell & Stefano Giglio & Parag Pathak, 2009. "Forced Sales and House Prices," NBER Working Papers 14866, National Bureau of Economic Research, Inc.
- Giglio, Stefano & Pathak, Parag & Campbell, John Y., 2011. "Forced Sales and House Prices," Scholarly Articles 9887623, Harvard University Department of Economics.
- Ioan Voicu & Marilyn Jacob & Kristopher Rengert & Irene Fang, 2012. "Subprime Loan Default Resolutions: Do They Vary Across Mortgage Products and Borrower Demographic Groups?," The Journal of Real Estate Finance and Economics, Springer, vol. 45(4), pages 939-964, November.
- David M. Zimmer, 2015. "Analyzing Comovements In Housing Prices Using Vine Copulas," Economic Inquiry, Western Economic Association International, vol. 53(2), pages 1156-1169, April.
- Anish Goorah, 2007. "Risk Management with Copulas," ERES eres2007_170, European Real Estate Society (ERES).
- David M. Zimmer, 2012. "The Role of Copulas in the Housing Crisis," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 607-620, May.
- John M. Clapp & Yongheng Deng & Xudong An, 2006.
"Unobserved Heterogeneity in Models of Competing Mortgage Termination Risks,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 34(2), pages 243-273, June.
- John Clapp & Yongheng Deng & Xudong An, 2005. "Unobserved heterogeneity in Models of Competing Mortgage Termination Risks," Working Paper 8585, USC Lusk Center for Real Estate.
- Dubin, Robin A, 1998. "Predicting House Prices Using Multiple Listings Data," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 35-59, July.
- Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
- Christopher Mayer & Karen Pence & Shane M. Sherlund, 2009.
"The Rise in Mortgage Defaults,"
Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 27-50, Winter.
- Christopher J. Mayer & Karen M. Pence & Shane M. Sherlund, 2008. "The rise in mortgage defaults," Finance and Economics Discussion Series 2008-59, Board of Governors of the Federal Reserve System (U.S.).
- Li, Yi & Lin, Xihong, 2006. "Semiparametric Normal Transformation Models for Spatially Correlated Survival Data," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 591-603, June.
- Gneiting, Tilmann & Kleiber, William & Schlather, Martin, 2010. "Matérn Cross-Covariance Functions for Multivariate Random Fields," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1167-1177.
- James B. Kau & Donald C. Keenan & Taewon Kim, 1993. "Transaction Costs, Suboptimal Termination and Default Probabilities," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 21(3), pages 247-263, September.
- Bradford Case & John Clapp & Robin Dubin & Mauricio Rodriguez, 2004. "Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 167-191, September.
- Joe, Harry, 2005. "Asymptotic efficiency of the two-stage estimation method for copula-based models," Journal of Multivariate Analysis, Elsevier, vol. 94(2), pages 401-419, June.
- Yun Bai & Jian Kang & Peter X.-K. Song, 2014. "Efficient pairwise composite likelihood estimation for spatial-clustered data," Biometrics, The International Biometric Society, vol. 70(3), pages 661-670, September.
- Paik, Jane & Ying, Zhiliang, 2012. "A composite likelihood approach for spatially correlated survival data," Computational Statistics & Data Analysis, Elsevier, vol. 56(1), pages 209-216, January.
- John M. Clapp & Gerson M. Goldberg & John P. Harding & Michael LaCour‐Little, 2001. "Movers and Shuckers: Interdependent Prepayment Decisions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 29(3), pages 411-450, March.
- Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
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- Arunav Das, 2021. "Visual Analytics approach for finding spatiotemporal patterns from COVID19," Papers 2101.06476, arXiv.org.
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Keywords
Credit risk; Mortgage; Default; Copula; Dependence; Composite likelihood; Real estate;All these keywords.
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