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Neighborhood Analysis with Housing Data and Machine Learning
We develop a data-driven approach to classify homes, and use it to identify neighborhood features and trends in LA County
Aug 7
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Neighborhood Analysis with Housing Data and Machine Learning
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July 2025
The Aftermath of the Eaton Fire: Home Sales in the Affected Area
A wave of heavily damaged and destroyed homes has come onto the market, selling for half of 2024 prices, and likely below pre-fire bare land values
Jul 9
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The Aftermath of the Eaton Fire: Home Sales in the Affected Area
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June 2025
The Risk is in the Tail: Planning for Losses from Natural Disasters
How much capital should be set aside to adequately meet anticipated disaster-related losses across U.S. states?
Jun 20
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The Risk is in the Tail: Planning for Losses from Natural Disasters
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May 2025
How Does Algorithmic Trust Affect Pricing Decisions? Evidence from Zillow
AI-driven valuation models are now widespread. But what happens when trust in these algorithms breaks down?
May 12
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How Does Algorithmic Trust Affect Pricing Decisions? Evidence from Zillow
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April 2025
How Do Tariffs Impact Southern California's Industrial Real Estate Values?
Evidence from Stock Market Data Suggests a 13% Decline in Warehouse and Logistics Asset Values (by Marco Giacoletti and Davide Proserpio)
Apr 21
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How Do Tariffs Impact Southern California's Industrial Real Estate Values?
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Drivers of Property Damage in the Los Angeles Fires
by Marco Giacoletti and Davide Proserpio
Apr 15
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Drivers of Property Damage in the Los Angeles Fires
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February 2025
A Closer Look at Fire Risk in Los Angeles County
In the aftermath of the devastating fires of January 2025, many questions remain about fire risk in Los Angeles County.
Feb 14
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A Closer Look at Fire Risk in Los Angeles County
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January 2025
A First Look at the Effects of Los Angeles County Fires on Housing Supply and Demand
The recent wildfires in Los Angeles County have caused unprecedented destruction, devastating numerous communities.
Jan 13
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A First Look at the Effects of Los Angeles County Fires on Housing Supply and Demand
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December 2024
Mom-And-Pop Landlords and Rental Income
As discussed in previous posts in this series, the role of institutional investors in the housing market has attracted increasing attention in both…
Dec 27, 2024
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Mom-And-Pop Landlords and Rental Income
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November 2024
Short-Term Rentals and Housing Affordability
Insights from Recent Research
Nov 27, 2024
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Short-Term Rentals and Housing Affordability
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October 2024
Institutional Investors in Single-Family Homes
Evidence from Single-Family REITs
Oct 24, 2024
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Institutional Investors in Single-Family Homes
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September 2024
Demand for Owner-Occupied Housing in the Time of High Mortgage Rates
While all cities should experience a drop in demand with higher interest rates, the effect should be strongest where housing costs represent a larger…
Sep 26, 2024
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Demand for Owner-Occupied Housing in the Time of High Mortgage Rates
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