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Author:Liu, Haoyang 

Discussion Paper
Optimists and Pessimists in the Housing Market

Given momentum in house prices over business cycles, research on consumer beliefs since the financial crisis has honed in on the potential importance of extrapolative beliefs?myopically assuming trends in asset prices will continue. Extrapolation is frequently cited as a central reason for excessively optimistic expectations about future asset prices, featuring prominently, for example, in the irrational exuberance narrative of Shiller. Other influential work since the Great Recession has emphasized the outsized role that extrapolative optimists can have in bubble formation. In this post, we ...
Liberty Street Economics , Paper 20191016

Discussion Paper
Where Have the Paycheck Protection Loans Gone So Far?

The Paycheck Protection Program (PPP) is a central piece of the CARES Act. In the program’s first round, $349 billion in forgivable government-guaranteed loans were extended to small businesses to cover costs related to payroll and utilities, as well as mortgage and rent payments. The program opened for applications on April 3 and was oversubscribed by April 16. Because of its popularity, lawmakers passed a new bill replenishing the fund with another $310 billion and the Small Business Administration (SBA) started approving loans again on April 27. With a new round of PPP lending underway, ...
Liberty Street Economics , Paper 20200506

Discussion Paper
Do People View Housing as a Good Investment and Why?

Housing represents the largest asset owned by most households and is a major means of wealth accumulation, particularly for the middle class. Yet there is limited understanding of how households view housing as an investment relative to financial assets, in part because of their differences beyond the usual risk and return trade-off. Housing offers households an accessible source of leverage and a commitment device for saving through an amortization schedule. For an owner-occupied residence, it also provides stability and hedges for rising housing costs. On the other hand, housing is much ...
Liberty Street Economics , Paper 20210405b

Report
Asset Pricing with Cohort-Based Trading in MBS Markets

Agency MBSs with diverse characteristics are traded in parallel through individualized specified pool (SP) contracts and standardized to-be-announced (TBA) contracts. This parallel trading environment generates distinctive effects on MBS pricing and trading: (1) Although cheapest-to-deliver (CTD) issues are present in TBA trading and absent from SP trading by design, MBS heterogeneity associated with CTD discounts affects SP returns positively, with the effect stronger for lower-value SPs; (2) High selling pressure amplifies the effects of MBS heterogeneity on SP returns; (3) Greater MBS ...
Staff Reports , Paper 931

Discussion Paper
The Housing Boom and the Decline in Mortgage Rates

During the pandemic, national home values and housing activity soared as mortgage rates declined to historic lows. Under the canonical “user cost” house price model, home values are held to be very sensitive to interest rates, especially at low interest rate levels. A calibration of this model can account for the house price boom with the observed decline in interest rates. But empirically, we find that home values are nowhere near as sensitive to interest rates as the user cost model predicts. This lower sensitivity is also found in prior economic research. Thus, the historical ...
Liberty Street Economics , Paper 20210907

Discussion Paper
Who Has Been Evicted and Why?

More than two million American households are at risk of eviction every year. Evictions have been found to cause prolonged homelessness, worsened health conditions, and lack of credit access. During the COVID-19 outbreak, governments at all levels implemented eviction moratoriums to keep renters in their homes. As these moratoriums and enhanced income supports for unemployed workers come to an end, the possibility of a wave of evictions in the second half of the year is drawing increased attention. Despite the importance of evictions and related policies, very few economic studies have been ...
Liberty Street Economics , Paper 20200708b

Working Paper
Villains or Scapegoats? The Role of Subprime Borrowers in Driving the U.S. Housing Boom

An expansion in mortgage credit to subprime borrowers is widely believed to have been a principal driver of the 2002?06 U.S. house price boom. Contrary to this belief, we show that the house price and subprime booms occurred in different places. Counties with the largest home price appreciation between 2002 and 2006 had the largest declines in the share of purchase mortgages to subprime borrowers. We also document that the expansion in speculative mortgage products and underwriting fraud was not concentrated among subprime borrowers.
FRB Atlanta Working Paper , Paper 2018-10

Working Paper
Household Finance Shapes Political Participation: Evidence from Mortgage Refinancing

We study mortgage refinancing during the Great Recession, a period marked by a dislocated housing market, major government programs, and large potential gains from refinancing. Using quasi-experimental variation from movements in mortgage rates and eligibility cutoffs in HARP, we show that borrowers who refinanced between 2009 and 2012 were more likely to vote in the 2012 general election than otherwise similar borrowers who did not refinance. The increase in turnout is concentrated among households that experienced larger payment reductions and among politically independent voters. Our ...
Working Papers , Paper 2517

Discussion Paper
Did Subprime Borrowers Drive the Housing Boom?

The role of subprime mortgage lending in the U.S. housing boom of the 2000s is hotly debated in academic literature. One prevailing narrative ascribes the unprecedented home price growth during the mid-2000s to an expansion in mortgage lending to subprime borrowers. This post, based on our recent working paper, “Villains or Scapegoats? The Role of Subprime Borrowers in Driving the U.S. Housing Boom,” presents evidence that is inconsistent with conventional wisdom. In particular, we show that the housing boom and the subprime boom occurred in different places.
Liberty Street Economics , Paper 20200226

Discussion Paper
Do People View Housing as a Good Investment and Why?

Housing represents the largest asset owned by most households and is a major means of wealth accumulation, particularly for the middle class. Yet there is limited understanding of how households view housing as an investment relative to financial assets, in part because of their differences beyond the usual risk and return trade-off. Housing offers households an accessible source of leverage and a commitment device for saving through an amortization schedule. For an owner-occupied residence, it also provides stability and hedges for rising housing costs. On the other hand, housing is much ...
Liberty Street Economics , Paper 20210405b

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