Machine Learning for Solar Accessibility: Implications for Low-Income Solar Expansion and Profitability
Author
Abstract
Suggested Citation
Note: EEE IO
Download full text from publisher
References listed on IDEAS
- 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.
- Benjamin J. Keys & Amit Seru & Vikrant Vig, 2012. "Lender Screening and the Role of Securitization: Evidence from Prime and Subprime Mortgage Markets," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2071-2108.
- John Krainer & Elizabeth Laderman, 2014.
"Mortgage Loan Securitization and Relative Loan Performance,"
Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(1), pages 39-66, February.
- John Krainer & Elizabeth Laderman, 2009. "Mortgage loan securitization and relative loan performance," Working Paper Series 2009-22, Federal Reserve Bank of San Francisco.
- Keys, Benjamin J. & Mukherjee, Tanmoy & Seru, Amit & Vig, Vikrant, 2009. "Financial regulation and securitization: Evidence from subprime loans," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 700-720, July.
- Khandani, Amir E. & Kim, Adlar J. & Lo, Andrew W., 2010. "Consumer credit-risk models via machine-learning algorithms," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2767-2787, November.
- A. C. Antonakis & M. E. Sfakianakis, 2009. "Assessing naive Bayes as a method for screening credit applicants," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(5), pages 537-545.
- 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.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Papineau, Maya & Rivers, Nicholas, 2022. "Experimental evidence on heat loss visualization and personalized information to motivate energy savings," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Bubb, Ryan & Kaufman, Alex, 2014. "Securitization and moral hazard: Evidence from credit score cutoff rules," Journal of Monetary Economics, Elsevier, vol. 63(C), pages 1-18.
- Gene Amromin & Jennifer Huang & Clemens Sialm & Edward Zhong, 2018.
"Complex Mortgages [Why don’t lenders renegotiate more home mortgages? Redefaults, self-cures, and securitization],"
Review of Finance, European Finance Association, vol. 22(6), pages 1975-2007.
- Gene Amromin & Jennifer Huang & Clemens Sialm & Edward Zhong, 2010. "Complex mortgages," Working Paper Series WP-2010-17, Federal Reserve Bank of Chicago.
- Gene Amromin & Jennifer Huang & Clemens Sialm & Edward Zhong, 2011. "Complex Mortgages," NBER Working Papers 17315, National Bureau of Economic Research, Inc.
- José María Liberti & Mitchell A. Petersen, 2018. "Information: Hard and Soft," NBER Working Papers 25075, National Bureau of Economic Research, Inc.
- José María Liberti, 2018. "Initiative, Incentives, and Soft Information," Management Science, INFORMS, vol. 64(8), pages 3714-3734, August.
- Sumit Agarwal & Yongheng Deng & Jia He & Yonglin Wang & Qi Zhang, 2023. "Lenders’ pricing strategy: Do neighborhood risks matter?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(4), pages 1011-1047, July.
- Pierri, Nicola & Timmer, Yannick, 2022.
"The importance of technology in banking during a crisis,"
Journal of Monetary Economics, Elsevier, vol. 128(C), pages 88-104.
- Timmer, Yannick & Pierri, Niccola, 2021. "The importance of technology in banking during a crisis," ESRB Working Paper Series 117, European Systemic Risk Board.
- Nicola Pierri & Yannick Timmer, 2022. "The Importance of Technology in Banking during a Crisis," Finance and Economics Discussion Series 2022-020, Board of Governors of the Federal Reserve System (U.S.).
- Deku, Solomon Y. & Kara, Alper & Marqués-Ibáñez, David, 2019. "Do reputable issuers provide better-quality securitizations?," Working Paper Series 2236, European Central Bank.
- Sumit Agarwal & Swee Hoon Ang & Yongheng Deng & Yonglin Wang, 2021. "Mortgage Brokers and the Effectiveness of Regulatory Oversights," Management Science, INFORMS, vol. 67(8), pages 5278-5300, August.
- Deku, Solomon Y. & Kara, Alper & Zhou, Yifan, 2019. "Securitization, bank behaviour and financial stability: A systematic review of the recent empirical literature," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 245-254.
- Ryan Bubb & Alex Kaufman, 2011. "Securitization and moral hazard: evidence from credit score cutoff rules," Public Policy Discussion Paper 11-6, Federal Reserve Bank of Boston.
- Adelino, Manuel & Scott Frame, W. & Gerardi, Kristopher, 2017.
"The effect of large investors on asset quality: Evidence from subprime mortgage securities,"
Journal of Monetary Economics, Elsevier, vol. 87(C), pages 34-51.
- Manuel Adelino & W. Scott Frame & Kristopher Gerardi, 2014. "The Effect of Large Investors on Asset Quality: Evidence from Subprime Mortgage Securities," FRB Atlanta Working Paper 2014-4, Federal Reserve Bank of Atlanta.
- Xiao, Shuhua & Zhu, Shushang & Wu, Ying, 2023. "Asset securitization, cross holdings, and systemic risk in banking," Journal of Financial Stability, Elsevier, vol. 67(C).
- W. Scott Frame, 2018.
"Agency Conflicts In Residential Mortgage Securitization: What Does The Empirical Literature Tell Us?,"
Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 41(2), pages 237-251, June.
- W. Scott Frame, 2017. "Agency Conflicts in Residential Mortgage Securitization: What Does the Empirical Literature Tell Us?," FRB Atlanta Working Paper 2017-1, Federal Reserve Bank of Atlanta.
- David M. Frankel & Yu Jin, 2015.
"Securitization and Lending Competition,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1383-1408.
- Frankel, David M. & Jin, Yu, 2011. "Securitization and Lending Competition," Staff General Research Papers Archive 34868, Iowa State University, Department of Economics.
- Frankel, David M. & Jin, Yu, 2011. "Securitization and lending competition," ISU General Staff Papers 201111280800001101, Iowa State University, Department of Economics.
- Benetton, Matteo & Eckley, Peter & Garbarino, Nicola & Kirwin, Liam & Latsi, Georgia, 2021.
"Capital requirements and mortgage pricing: Evidence from Basel II,"
Journal of Financial Intermediation, Elsevier, vol. 48(C).
- Eckley, Peter & Benetton, Matteo & Latsi, Georgia & Garbarino, Nicola & Kirwin, Liam, 2017. "Specialisation in mortgage risk under Basel II," Bank of England working papers 639, Bank of England.
- Ugo Albertazzi & Ginette Eramo & Leonardo Gambacorta & Carmelo Salleo, 2011.
"Securitization is not that evil after all,"
BIS Working Papers
341, Bank for International Settlements.
- Ugo Albertazzi & Ginette Eramo & Leonardo Gambacorta & Carmelo Salleo, 2011. "Securitization is not that evil after all," Temi di discussione (Economic working papers) 796, Bank of Italy, Economic Research and International Relations Area.
- Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2014.
"Wall Street and the Housing Bubble,"
American Economic Review, American Economic Association, vol. 104(9), pages 2797-2829, September.
- Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2013. "Wall Street and the Housing Bubble," NBER Working Papers 18904, National Bureau of Economic Research, Inc.
- Sumit Agarwal & Brent W. Ambrose & Vincent W. Yao, 2020. "Lender Steering in Residential Mortgage Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(2), pages 446-475, June.
- Laura Blattner & Scott Nelson, 2021. "How Costly is Noise? Data and Disparities in Consumer Credit," Papers 2105.07554, arXiv.org.
- Benjamin Hébert, 2018.
"Moral Hazard and the Optimality of Debt,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(4), pages 2214-2252.
- Benjamin Hébert, 2014. "Moral Hazard and the Optimality of Debt," Working Paper 145746, Harvard University OpenScholar.
- Hebert, Benjamin, 2015. "Moral Hazard and the Optimality of Debt," Research Papers 3455, Stanford University, Graduate School of Business.
More about this item
JEL classification:
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
- L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
- Q2 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2019-09-30 (Big Data)
- NEP-CMP-2019-09-30 (Computational Economics)
- NEP-ENE-2019-09-30 (Energy Economics)
- NEP-REG-2019-09-30 (Regulation)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:26178. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.