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Measuring Mortgage Credit Availability : A Frontier Estimation Approach

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Abstract

We construct a new measure of mortgage credit availability that describes the maximum amount obtainable by a borrower of given characteristics. We estimate this \"loan frontier\" using mortgage originations data from 2001 to 2014 and show that it reflects a binding borrowing constraint. Our estimates reveal that the expansion of mortgage credit during the housing boom was substantial for all borrowers, not only for low-score or low-income borrowers. The contraction was most pronounced for low-score borrowers. Using variation in the frontier across metropolitan areas over time, we show that borrowing constraints played an important role in the recent housing cycle.

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  • Elliot Anenberg & Aurel Hizmo & Edward Kung & Raven S. Molloy, 2017. "Measuring Mortgage Credit Availability : A Frontier Estimation Approach," Finance and Economics Discussion Series 2017-101, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:2017-101
    DOI: 10.17016/FEDS.2017.101
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    Cited by:

    1. Atif Mian & Amir Sufi, 2018. "Finance and Business Cycles: The Credit-Driven Household Demand Channel," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 31-58, Summer.
    2. Damianov, Damian S. & Elsayed, Ahmed H., 2018. "On the transmission of spillover risks between the housing market, the mortgage and equity REITs markets, and the stock market," Finance Research Letters, Elsevier, vol. 27(C), pages 193-200.
    3. Kelly, Robert & McCann, Fergal & O’Toole, Conor, 2018. "Credit conditions, macroprudential policy and house prices," Journal of Housing Economics, Elsevier, vol. 41(C), pages 153-167.
    4. Laufer, Steven & Tzur-Ilan, Nitzan, 2021. "The effect of LTV-based risk weights on house prices: Evidence from an Israeli macroprudential policy," Journal of Urban Economics, Elsevier, vol. 124(C).
    5. Carlos Garriga & Aaron Hedlund, 2019. "Crises in the Housing Market: Causes, Consequences, and Policy Lessons," Working Papers 2019-33, Federal Reserve Bank of St. Louis.

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    More about this item

    Keywords

    Constraints; Construction; Credit Availability; Frontier; House prices; Mortgages;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General

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