• HOME
  • solutions
    • RECURSION ANALYZERS
    • Mortgage Company Data
    • Recursion DataCloud
    • Customized Solutions
  • BLOG
  • CLIENT LOGIN
    • Recursion Analyzers
  • ABOUT US
    • OVERVIEW
    • OUR TEAM
    • News & Events >
      • Recursion In News
      • Recursion Data Citations
  • CONTACT
RECURSION CO
  • HOME
  • solutions
    • RECURSION ANALYZERS
    • Mortgage Company Data
    • Recursion DataCloud
    • Customized Solutions
  • BLOG
  • CLIENT LOGIN
    • Recursion Analyzers
  • ABOUT US
    • OVERVIEW
    • OUR TEAM
    • News & Events >
      • Recursion In News
      • Recursion Data Citations
  • CONTACT
BLOG

Using HMDA-Agency Matched Data to Assess Climate Risk

6/25/2021

 
​In a previous post, we mentioned the Recursion Matched data set[1], which uses a proprietary algorithm to match the loans provided in the monthly Agency loan tapes, with HMDA data. This allows for a broad analysis of loan performance (delinquency and prepayment rates) in terms of both underwriting standards (credit score, DTI, LTV) with demographic and household economic characteristics (income, race, gender, etc). We are always working to improve our algorithm, below find the match rates for Ginnie Mae loans over the 2013-2020 period. HMDA has released more characteristics in recent years, allowing for a greater matching rate.
Picture
Run Underlying Query

Read More

Conforming Mortgage Performance by Seller Type

6/22/2021

 
We received the first loan-level performance data for the GSE’s a few months ago, so it’s about time to see what tentative observations can be drawn from this new data set. As a popular theme for this blog is the bank/nonbank share this seems a good place to start. In general, we have noticed that nonbank DQ’s tend to be higher than those for banks, and that this distinction is correlated with the relatively more generous credit terms available in the nonbank sector. Below find a table that demonstrates this for 2018 and 2019 vintage mortgages:
Picture
This can be summarized:
Picture
Run Underlying Query

Read More

Benchmarking Mortgages in Forbearance

6/18/2021

 
In a recent Liberty Street Economics blog post, researchers at the New York Federal Reserve discussed the background and landscape of mortgages qualifying for Covid forbearance under the CARES Act[1].
Picture

Read More

Credit Easing

6/9/2021

 
​We received the monthly GSE data download for the June book of business over the weekend and prepayment speeds dropped for the second consecutive month, with the 1-month CPR printed 22.4, the low posted since 17.1% was reached in February 2020 just before the onset of the pandemic.
Picture
Run Underlying Query
Mortgage rates are of course the key driver here, but other issues matter as well, notably lending capacity. With the onset of the pandemic and the associated loosening of monetary policy and spike in demand for housing away from dense locations, the mortgage industry became overwhelmed. Originators were busy hiring and increased their capacity over the past 18 month to deal with the long period of refinancing activity.  However, as prepayment speeds slow down, it appears that the capacity building may be overshooting. In response, originators have started to lower their underwriting standards to create enough volume to fully utilize the capacity.
Picture
Traditionally, the industry fine-tunes its production through tweaking its credit standards to keep its pipeline as full as possible. This is occurring now notably for refinance mortgages:
Picture
Run Underlying Query
What we can see is that purchase demand remains strong, with the swing product being refinance mortgages. It is evident that lenders are trying to smooth out refinance production with countercyclical credit tightening and loosening. As credit scores are higher than was the case in the pre-pandemic period there is room to ease further, but the ultimate extent is highly uncertain.

Asset Price Inflation

6/4/2021

 
Recently, the Federal Reserve released its May 2021 Financial Stability Report[1], with a particular emphasis on asset valuations. Valuations are raised as a concern as “Prices of risky assets have generally increased since November with improving fundamentals, and, in some markets, prices are high compared with expected cash flows”. While not cited as a matter of high alarm the report commented that “House price growth continued to increase, and valuations appear high relative to history.”
​
On May 25, FHFA released the purchase-only house price index for March, showing a record-high growth rate of 13.9%, far above the bubble-era peak of 10.7% attained in 2005[2]. Housing fundamentals are of course supportive with mortgage rates below 3% and economic activity rebounding as vaccine optimism spreads. The unique factor now in housing is the impact of the pandemic on preferences for housing away from density and towards suburban and smaller-urban centers. This new fundamental can easily be seen via booming housing demand during the pandemic as measured here by purchase mortgage deliveries to Freddie Mac[3].
Picture

Read More

    Archives

    March 2023
    February 2023
    January 2023
    December 2022
    November 2022
    October 2022
    September 2022
    August 2022
    July 2022
    June 2022
    May 2022
    April 2022
    March 2022
    February 2022
    January 2022
    December 2021
    November 2021
    October 2021
    September 2021
    August 2021
    July 2021
    June 2021
    May 2021
    April 2021
    March 2021
    February 2021
    January 2021
    December 2020
    November 2020
    October 2020
    September 2020
    August 2020
    July 2020
    June 2020
    May 2020
    April 2020
    March 2020
    February 2020
    May 2019
    March 2019
    February 2019

    Tags

    All
    Affordability
    ARM
    Bank\Nonbank
    Borrower Assistant Plan
    Cash Window
    Climate Change
    CMBS
    CMO
    Conforming Loan
    Conventional Loan
    COVID 19
    CPR\CDR\CRR\CCR
    Credit Score\DTI\LTV
    CRT\CAS\STACR
    Delinquency
    Early Buyout
    Early Payment Default
    ESG
    ET Pools
    Fannie Mae
    Fed
    FHA
    FHFA
    Forbearance
    Foreclosure
    Foreign Investor
    Freddie Mac
    Ginnie Mae
    Green Loans
    HECM
    HELOC
    HMDA
    HUD
    LMI
    Manufactured Housing
    Modified Loans
    MSR
    Multifamily
    Occupancy Type\NOO
    Partial Claim
    Payoff
    PIW
    Prepayment
    Purchase Loans
    Recursion In News
    Refi Loans
    Reperforming
    RG Pools
    Rural Housing
    Single Family
    Special Eligibility Program
    TBA Market
    TIC
    TPO
    UMBS
    US Treasury
    VA

RECURSION

SOLUTIONS ​
Recursion Analyzers
​
Mortgage Company Data
Recursion DataCloud
Customized Solutions


ABOUT US  ​
Overview
​Our team
CLIENT LOGIN   ​
Recursion Analyzers

CONTACT

224 West 30th St., Suite 303, New York, NY 10001
Contact Us

Picture
Copyright © 2022 Recursion, Co. All rights reserved.​
  • HOME
  • solutions
    • RECURSION ANALYZERS
    • Mortgage Company Data
    • Recursion DataCloud
    • Customized Solutions
  • BLOG
  • CLIENT LOGIN
    • Recursion Analyzers
  • ABOUT US
    • OVERVIEW
    • OUR TEAM
    • News & Events >
      • Recursion In News
      • Recursion Data Citations
  • CONTACT