This document has not been cited yet.

1. Agarwal, S. (2007). The impact of homeowners' housing wealth misestimation on consumption and saving decisions. Real Estate Economics, 35(2), 135–154.
   Paper not yet in RePEc: Add citation now
   
2. Agarwal, S., Fan, Y., McMillen, D.P., & Sing, T.F. (2020a). Tracking the pulse of a City – 3D real estate Price heat maps. Journal of Regional Science (forthcoming).
   Paper not yet in RePEc: Add citation now
   
3. Agarwal, S., Fan, Y., Qian, W., & Sing, T. F. (2020b). Like father like son? Social engineering and intergenerational housing wealth mobility. Working paper, Institute of Real Estate and Urban Studies, National University of Singapore.
   Paper not yet in RePEc: Add citation now
   

4. Agarwal, S., Itzhak, B., & Yao, V. (2015). Collateral valuation and borrower financial constraints: Evidence from the residential real estate market. Management Science, 61(9), 2220–2240.

5. Agarwal, S., Song, C., & Yao, V.W. (2017). Relational contracts, reputational concerns, and appraiser behavior: Evidence from the housing market, SSRN Working Paper.
   Paper not yet in RePEc: Add citation now
   

6. Bogin, A. N., & Shui, J. (2020). Appraisal accuracy and automated valuation models in rural areas. Journal of Real Estate Finance and Economics, 60, 40–52.

7. Case, K. E., & Shiller, R. J. (1989). The efficiency of the market for single-family houses. American Economic Review, 79(1), 125–137.
   Paper not yet in RePEc: Add citation now
   

8. Case, K. E., & Shiller, R. J. (1990). Forecasting prices and excess return in the housing market. AREUEA Journal, 18(3), 253–273.

9. Chiarazzo, V., Caggiani, L., & Marinelli, M. (2014). A neural network based model for real estate Price estimation considering environmental quality of property location. Transportation Research Procedia, 3, 810–817.
   Paper not yet in RePEc: Add citation now
   

10. Clapp, J. M. (2003). A semiparametric method for valuing residential locations: Application to automated valuation. Journal of Real Estate Finance and Economics, 27(3), 303–320.

11. Fisher, J. D. (2002). Real Time Valuation. Journal of Property Investment & Finance, 20(3), 213–221.
    Paper not yet in RePEc: Add citation now
    
12. Fisher, J., Miles, M., & Webb, R. (1999). How reliable are commercial property appraisals? Another look. Real Estate Finance, 16(3), 9–15.
    Paper not yet in RePEc: Add citation now
    

13. Geltner, D. (1989). Estimating real Estate’s systematic risk from aggregate level appraisal based returns. Real Estate Economics, 17(4), 463–481.

14. Geltner, D. (1991). Smoothing in appraisal-based returns. Journal of Real Estate Finance and Economics, 4(3), 327–345.

15. Gongzlez, M. A. S., & Formoso, C. T. (2006). Mass appraisal with genetic fuzzy rule-based systems. Property Management, 24(1), 20–30.
    Paper not yet in RePEc: Add citation now
    

16. Guan, J., Zurada, J., & Levitan, A. S. (2008). An adaptive neuro-fuzzy inference system based approach to real estate property assessment. Journal of Real Estate Research, 30(4), 395–422.

17. Hopfield, J. J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, 79, 2554–2558.
    Paper not yet in RePEc: Add citation now
    
18. Ibrahim, M. F., Cheng, F. J., & Eng, K. H. (2005). Automated valuation model: An application to the public housing resale market in Singapore. Property Management, 23, 357–373.
    Paper not yet in RePEc: Add citation now
    
19. James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An introduction to statistical learning with applications in R. Springer.
    Paper not yet in RePEc: Add citation now
    
20. Kindt, A., & Metzner, S. (2019). A systematization approach for automated valuation models (pp. 208–236). Real Estate Finance.
    Paper not yet in RePEc: Add citation now
    
21. Kok, N., Koponen, E., & Martinez-Barbosa, C.A. (2017). Big data in real estate? From manual appraisal to automated valuation. Special real estate issue in the journal of portfolio management, 202-211.
    Paper not yet in RePEc: Add citation now
    
22. Kryzanowski, L., Galler, M., & Wright, D. W. (1993). Using artificial neural networks to pick stocks. Financial Analyst Journal, 49(4), 21–27.
    Paper not yet in RePEc: Add citation now
    

23. Lam, K. C., Yu, C. Y., & Lam, K. Y. (2008). An artificial neural network and entropy model for residential property price forecasting in hong kong. Journal of Property Research, 25(4), 321–342. https://doi.org/10.1080/09599910902837051 .

24. Lenk, M. M., Worzala, E. M., & Silva, A. (1997). High-tech valuation: Should artificial neural networks bypass the human valuers? Journal of Property Valuation & Investment, 15(1), 8–26.
    Paper not yet in RePEc: Add citation now
    
25. McClelland, J. L., & Rumelhart, D. E. (1986). Parallel distributed processing: Explorations in the microstructure of cognition, Vol (1): Foundation. MIT Press.
    Paper not yet in RePEc: Add citation now
    
26. McClelland, J. L., & Rumelhart, D. E. (1988). Explorations in parallel distributed processing: A handbook of models, programs, and exercises. MIT Press.
    Paper not yet in RePEc: Add citation now
    
27. McCluskey, W., Deddis, W., Mannis, A., McBurney, D., & Borst, R. (1997). Interactive application of computer assisted mass appraisal and geographic information systems. Journal of Property Valuation and Investment, 15(5), 448–465.
    Paper not yet in RePEc: Add citation now
    
28. McGreal, S., Adair, A., McBurney, D., & Patterson, D. (1998). Neural networks: The prediction of residential values. Journal of Property Valuation & Investment, 16(1), 57–70.
    Paper not yet in RePEc: Add citation now
    

29. Nguyen, N., & Cripps, A. (2001). Predicting housing value: A comparison of multiple regression analysis and artificial neural networks. Journal of Real Estate Research, 22(3), 313–336.

30. O’Roarty, B., Patterson, D., McGreal, W. S., & Adair, A. S. (1997). A case based reasoning approach to the selection of comparable evidence for retail rent determination. Expert Systems with Applications, 12(4), 417–428.
    Paper not yet in RePEc: Add citation now
    
31. Pagourtzi, E., Assimakopoulos, V., & Hatzichristos, T. (2003). Real estate appraisal: A review of valuation methods. Journal of Property Investment & Finance, 21(4), 383–401.
    Paper not yet in RePEc: Add citation now
    

32. Peterson, S., & Flanagan, A. B. (2009). Neural network hedonic pricing models in mass real estate appraisal. Journal of Real Estate Research, 31(2), 147–164.

33. Phang, S. Y. (2004). House prices and aggregate consumption: Do they move together? Evidence from Singapore. Journal of Housing Economics, 13, 101–119.

34. Quan, D. C., & Quigley, J. M. (1991). Price formation and the appraisal function in real estate markets. The Journal of Real Estate Finance and Economics, 4(2), 127–147.

35. Rosenblatt, F. (1958). The perceptron: A probabilistic mnodel for information storage and organization in the brain. Psychological Review, 65, 386–408.
    Paper not yet in RePEc: Add citation now
    
36. Ruppert, D. (2004). The elements of statistical learning: Data mining, inference, and prediction. Publications of the American Statistical Association, 99(466), 1.
    Paper not yet in RePEc: Add citation now
    

37. Shiller, R. J., & Weiss, A. N. (1999). Evaluating real estate valuation systems. Journal of Real Estate Finance and Economics, 18(2), 147–161.

38. Sing, T. F., Tsai, I. C., & Chen, M. C. (2006). Price dynamics in public and private housing Markets in Singapore. Journal of Housing Economics, 15, 305–320.

39. Sing, T.F., Ho, K.H.D., & Tay, P.H. (2002). A fuzzy discounted cash flow analysis for real estate investment, in Wang , K and Wolverton, Marvin L. (editors), real estate valuation theory.
    Paper not yet in RePEc: Add citation now
    
40. Tay, D. P. H., & Ho, D. K. H. (1992). Artificial intelligence and the mass appraisal of residential apartments. Journal of Property Valuation and Investment, 10(2), 525–539.
    Paper not yet in RePEc: Add citation now
    
41. Trippi, R. R., & Turban, E. (1993). Neural networks in finance and investing. Probus Publishing.
    Paper not yet in RePEc: Add citation now
    
42. Tsukuda, J., & Baba, S. I. (1994). Predicting Japanese corporate bankruptcy in terms of financial data using neural networks. Computers & Industrial Engineering, 27(1–4), 445–448.
    Paper not yet in RePEc: Add citation now
    
43. Wong, F. S., Wang, P. Z., Goh, T. H., & Quek, B. K. (1992). Fuzzy neural systems for stock selection. Financial Analyst Journal, 48(1), 47–52.
    Paper not yet in RePEc: Add citation now
    

44. Worzala, E., Lenk, M., & Silva, A. (1995). An exploration of neural networks and its application to real estate valuation. Journal of Real Estate Research, 10(2), 185–201.

45. Yacim, J. A., & Boshoff, D. G. B. (2018). Impact of artificial neutral networks training algorithms on accurate prediction of property values. Journal of Real Estate Research, 40(3), 375–418.
    Paper not yet in RePEc: Add citation now
    

46. Zurada, J., Levitan, A. S., & Guan, J. (2011). A comparison of regression and artificial intelligence methods in a mass appraisal; context. Journal of Real Estate Research, 33(3), 349–387.

1. The price paid: Heuristic thinking and biased reference points in the housing market. (2023). Meng, Charlotte C.
   In: Journal of Urban Economics.
   RePEc:eee:juecon:v:134:y:2023:i:c:s0094119022000900.

   Full description at Econpapers || Download paper

2. Boosted Tree Ensembles for Artificial Intelligence Based Automated Valuation Models (AI-AVM). (2022). Sing, Tien Foo ; Yu, Shi Ming ; Yang, Jesse Jingye.
   In: The Journal of Real Estate Finance and Economics.
   RePEc:kap:jrefec:v:65:y:2022:i:4:d:10.1007_s11146-021-09861-1.

   Full description at Econpapers || Download paper

3. When Appraisers Go Low, Contracts Go Lower: The Impact of Expert Opinions on Transaction Prices. (2022). Mota, Nuno ; Fout, Hamilton ; Rosenblatt, Eric.
   In: The Journal of Real Estate Finance and Economics.
   RePEc:kap:jrefec:v:65:y:2022:i:3:d:10.1007_s11146-020-09800-6.

   Full description at Econpapers || Download paper

4. Ignoring Spatial and Spatiotemporal Dependence in the Disturbances Can Make Black Swans Appear Grey. (2022). Calabrese, Raffaella ; Pace, Kelley R.
   In: The Journal of Real Estate Finance and Economics.
   RePEc:kap:jrefec:v:65:y:2022:i:1:d:10.1007_s11146-021-09836-2.

   Full description at Econpapers || Download paper

5. Religion and Mortgage Misrepresentation. (2022). Diop, Moussa ; Qiu, Mingming ; Conklin, James.
   In: Journal of Business Ethics.
   RePEc:kap:jbuset:v:179:y:2022:i:1:d:10.1007_s10551-021-04831-2.

   Full description at Econpapers || Download paper

6. Climate Change and Financial Policy: A Literature Review. (2022). Dennis, Benjamin.
   In: Finance and Economics Discussion Series.
   RePEc:fip:fedgfe:2022-48.

   Full description at Econpapers || Download paper

7. Villains or scapegoats? The role of subprime borrowers in driving the U.S. housing boom. (2022). Liu, Haoyang ; Frame, W ; Gerardi, Kristopher ; Conklin, James N.
   In: Journal of Financial Intermediation.
   RePEc:eee:jfinin:v:51:y:2022:i:c:s1042957321000073.

   Full description at Econpapers || Download paper

8. Appraisal overvaluation: Evidence of price adjustment bias in sales Comparisons. (2022). Mayer, Yanling G ; Nothaft, Frank E.
   In: Real Estate Economics.
   RePEc:bla:reesec:v:50:y:2022:i:3:p:862-881.

   Full description at Econpapers || Download paper

9. The impact of competition on experts information disclosure: the case of real estate brokers. (2021). Cherbonnier, Frederic ; Leveque, Christophe.
   In: TSE Working Papers.
   RePEc:tse:wpaper:126130.

   Full description at Econpapers || Download paper

10. Mortgage Brokers and the Effectiveness of Regulatory Oversights. (2021). Wang, Yonglin ; Deng, Yongheng ; Agarwal, Sumit.
    In: Management Science.
    RePEc:inm:ormnsc:v:67:y:2021:i:8:p:5278-5300.

    Full description at Econpapers || Download paper

11. Collateral Misreporting in the Residential Mortgage-Backed Security Market. (2021). Kruger, Samuel ; Maturana, Gonzalo.
    In: Management Science.
    RePEc:inm:ormnsc:v:67:y:2021:i:5:p:2729-2750.

    Full description at Econpapers || Download paper

12. Cash Holding and Firm Value in the Presence of Managerial Optimism. (2021). Bhatti, Muhammad ; Azam, Zafar ; Khan, Muhammad Asif ; Habib, Ashfaq.
    In: JRFM.
    RePEc:gam:jjrfmx:v:14:y:2021:i:8:p:356-:d:608212.

    Full description at Econpapers || Download paper

13. High water, no marks? Biased lending after extreme weather. (2021). Guin, Benjamin ; Garbarino, Nicola.
    In: Journal of Financial Stability.
    RePEc:eee:finsta:v:54:y:2021:i:c:s1572308921000346.

    Full description at Econpapers || Download paper

14. Appraising home purchase appraisals. (2021). Nakamura, Leonard ; Calem, Paul ; Lambiehanson, Lauren ; Kenney, Jeanna.
    In: Real Estate Economics.
    RePEc:bla:reesec:v:49:y:2021:i:s1:p:134-168.

    Full description at Econpapers || Download paper

15. Mortgage loss severities: What keeps them so high?. (2021). An, Xudong ; Cordell, Larry.
    In: Real Estate Economics.
    RePEc:bla:reesec:v:49:y:2021:i:3:p:809-842.

    Full description at Econpapers || Download paper

16. The strategic response of banks to macroprudential policies: Evidence from mortgage stress tests in Canada. (2020). Li, Shaoteng ; Clark, Robert.
    In: Working Paper.
    RePEc:qed:wpaper:1445.

    Full description at Econpapers || Download paper

17. The Role of Government and Private Institutions in Credit Cycles in the U.S. Mortgage Market. (2020). Schoar, Antoinette ; McCartney, William B ; Adelino, Manuel.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:27499.

    Full description at Econpapers || Download paper

18. Competition and Appraisal Inflation. (2020). Le, Thao ; Diop, Moussa ; Conklin, James ; Coulson, Edward N.
    In: The Journal of Real Estate Finance and Economics.
    RePEc:kap:jrefec:v:61:y:2020:i:1:d:10.1007_s11146-019-09697-w.

    Full description at Econpapers || Download paper

19. Contract Price Confirmation Bias: Evidence from Repeat Appraisals. (2020). Eriksen, Michael ; Palim, Mark ; Fout, Hamilton B ; Rosenblatt, Eric.
    In: The Journal of Real Estate Finance and Economics.
    RePEc:kap:jrefec:v:60:y:2020:i:1:d:10.1007_s11146-019-09716-w.

    Full description at Econpapers || Download paper

20. Appraisal Accuracy and Automated Valuation Models in Rural Areas. (2020). Bogin, Alexander ; Shui, Jessica.
    In: The Journal of Real Estate Finance and Economics.
    RePEc:kap:jrefec:v:60:y:2020:i:1:d:10.1007_s11146-019-09712-0.

    Full description at Econpapers || Download paper

21. The Role of Government and Private Institutions in Credit Cycles in the U.S. Mortgage Market. (2020). ben McCartney, W ; Adelino, Manuel ; Schoar, Antoinette.
    In: Working Papers.
    RePEc:fip:fedpwp:88847.

    Full description at Econpapers || Download paper

22. Mortgage Loss Severities: What Keeps Them So High?. (2020). An, Xudong ; Cordell, Lawrence R.
    In: Working Papers.
    RePEc:fip:fedpwp:88789.

    Full description at Econpapers || Download paper

23. Villains or Scapegoats? The Role of Subprime Borrowers in Driving the U.S. Housing Boom. (2020). Liu, Haoyang ; Gerardi, Kristopher ; Frame, W ; Conklin, James.
    In: Working Papers.
    RePEc:fip:feddwp:88039.

    Full description at Econpapers || Download paper

24. Can regulation de-bias appraisers?. (2020). Ambrose, Brent ; Yao, Vincent W ; Agarwal, Sumit.
    In: Journal of Financial Intermediation.
    RePEc:eee:jfinin:v:44:y:2020:i:c:s104295731930035x.

    Full description at Econpapers || Download paper

25. High water, no marks? Biased lending after extreme weather. (2020). Guin, Benjamin ; Garbarino, Nicola.
    In: Bank of England working papers.
    RePEc:boe:boeewp:0856.

    Full description at Econpapers || Download paper

26. Lender Steering in Residential Mortgage Markets. (2020). yao, vincent ; Ambrose, Brent ; Agarwal, Sumit.
    In: Real Estate Economics.
    RePEc:bla:reesec:v:48:y:2020:i:2:p:446-475.

    Full description at Econpapers || Download paper

27. Screening soft information: evidence from loan officers. (2020). Wang, James.
    In: RAND Journal of Economics.
    RePEc:bla:randje:v:51:y:2020:i:4:p:1287-1322.

    Full description at Econpapers || Download paper

28. Relationship banking and information technology: the role of artificial intelligence and FinTech. (2019). Marin, Matej ; Jaki, Marko.
    In: Risk Management.
    RePEc:pal:risman:v:21:y:2019:i:1:d:10.1057_s41283-018-0039-y.

    Full description at Econpapers || Download paper

29. The Importance of Originator-Servicer Affiliation in Loan Renegotiation. (2019). Dlima, Walter ; Le, Thao ; Diop, Moussa ; Conklin, James N.
    In: The Journal of Real Estate Finance and Economics.
    RePEc:kap:jrefec:v:59:y:2019:i:1:d:10.1007_s11146-018-9671-2.

    Full description at Econpapers || Download paper

30. Sample Selection Approaches to Estimating and Allocating House Transaction Funding Price Differentials. (2019). Tidwell, Owen ; Jauregui, Andres ; Sah, Vivek.
    In: The Journal of Real Estate Finance and Economics.
    RePEc:kap:jrefec:v:58:y:2019:i:3:d:10.1007_s11146-018-9661-4.

    Full description at Econpapers || Download paper

31. The influence of contract prices and relationships on appraisal bias. (2019). Eriksen, Michael ; Palim, Mark ; Fout, Hamilton B ; Rosenblatt, Eric.
    In: Journal of Urban Economics.
    RePEc:eee:juecon:v:111:y:2019:i:c:p:132-143.

    Full description at Econpapers || Download paper

32. Do real estate agents have information advantages in housing markets?. (2019). Sing, Tien Foo ; Agarwal, Sumit ; He, Jia ; Song, Changcheng.
    In: Journal of Financial Economics.
    RePEc:eee:jfinec:v:134:y:2019:i:3:p:715-735.

    Full description at Econpapers || Download paper

33. Do labor markets discipline? Evidence from RMBS bankers. (2019). Kruger, Samuel ; Griffin, John M ; Maturana, Gonzalo.
    In: Journal of Financial Economics.
    RePEc:eee:jfinec:v:133:y:2019:i:3:p:726-750.

    Full description at Econpapers || Download paper

34. Indicators of Collateral Misreporting. (2018). James, Christopher ; Demiroglu, Cem.
    In: Management Science.
    RePEc:inm:ormnsc:v:64:y:2018:i:4:p:1747-1760.

    Full description at Econpapers || Download paper

35. Appraisal Accuracy, Automated Valuation Models, And Credit Modeling in Rural Areas. (2018). Shui, Jessica ; Bogin, Alexander.
    In: FHFA Staff Working Papers.
    RePEc:hfa:wpaper:18-03.

    Full description at Econpapers || Download paper

36. Tracking and stress-testing U.S. household leverage. (2018). Haughwout, Andrew ; Guttman-Kenney, Benedict ; Fuster, Andreas.
    In: Economic Policy Review.
    RePEc:fip:fednep:00046.

    Full description at Econpapers || Download paper

37. Villains or Scapegoats? The Role of Subprime Borrowers in Driving the U.S. Housing Boom. (2018). Liu, Haoyang ; Gerardi, Kristopher ; Frame, W ; Conklin, James.
    In: FRB Atlanta Working Paper.
    RePEc:fip:fedawp:2018-10.

    Full description at Econpapers || Download paper

38. Reassessing Taylor rules using improved housing rent data. (2018). Yoshida, Jiro ; Coulson, N. Edward ; Ambrose, Brent.
    In: Journal of Macroeconomics.
    RePEc:eee:jmacro:v:56:y:2018:i:c:p:243-257.

    Full description at Econpapers || Download paper

39. Constraints on LTV as a macroprudential tool: a precautionary tale. (2017). Raya, Josep M ; Montalvo, Jose Garcia.
    In: Economics Working Papers.
    RePEc:upf:upfgen:1592.

    Full description at Econpapers || Download paper

40. REGIME SHIFT AND THE POST-CRISIS WORLD OF MORTGAGE LOSS SEVERITIES. (2017). An, Xudong ; Cordell, Lawrence R.
    In: Working Papers.
    RePEc:fip:fedpwp:17-8.

    Full description at Econpapers || Download paper

41. Appraising Home Purchase Appraisals. (2017). Nakamura, Leonard ; Calem, Paul S ; Lambie-Hanson, Lauren.
    In: Working Papers.
    RePEc:fip:fedpwp:17-23.

    Full description at Econpapers || Download paper

42. Covenant violations and dynamic loan contracting. (2017). Imbierowicz, Bjorn ; Steffen, Sascha ; Freudenberg, Felix ; Saunders, Anthony.
    In: Journal of Corporate Finance.
    RePEc:eee:corfin:v:45:y:2017:i:c:p:540-565.

    Full description at Econpapers || Download paper

43. Constraints on LTV as a Macroprudential Tool: A Precautionary Tale. (2017). Raya, Josep M ; Garcia-Montalvo, Jose.
    In: Working Papers.
    RePEc:bge:wpaper:1008.

    Full description at Econpapers || Download paper

44. Why Do Borrowers Make Mortgage Refinancing Mistakes?. (2016). yao, vincent ; Rosen, Richard ; Agarwal, Sumit.
    In: Management Science.
    RePEc:inm:ormnsc:v:62:y:2016:i:12:p:3494-3509.

    Full description at Econpapers || Download paper

45. Tracking and stress-testing U.S. household leverage. (2016). Haughwout, Andrew ; Guttman-Kenney, Benedict ; Fuster, Andreas.
    In: Staff Reports.
    RePEc:fip:fednsr:787.

    Full description at Econpapers || Download paper

46. Credit Rationing, Income Exaggeration, and Adverse Selection in the Mortgage Market. (2016). Yoshida, Jiro ; Ambrose, Brent ; Conklin, James.
    In: Journal of Finance.
    RePEc:bla:jfinan:v:71:y:2016:i:6:p:2637-2686.

    Full description at Econpapers || Download paper

Report date: 2025-10-06 02:35:28 || Missing content? Let us know