Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic

A Grybauskas, V Pilinkienė, A Stundžienė - Journal of big data, 2021 - Springer
As the COVID-19 pandemic came unexpectedly, many real estate experts claimed that the
property values would fall like the 2007 crash. However, this study raises the question of …

House price, loan-to-value ratio and credit risk

X Bian, Z Lin, Y Liu - Journal of Banking & Finance, 2018 - Elsevier
Real estate transactions are often established through financing. We study the effect of
financing on property prices. We show that properties can transact at prices well above their …

The Evolution of Hedonic Pricing Models

M Khoshnoud, GS Sirmans, EN Zietz - Journal of Real Estate …, 2023 - Taylor & Francis
This study extends the work by Sirmans et al. by providing a review of the hedonic pricing
model literature published in real estate journals from 2005 through 2021. A total of 252 …

Competing selling strategies in the housing market

P Cheng, Z Lin, Y Liu - The Journal of Real Estate Finance and Economics, 2021 - Springer
Due to the heterogeneous nature of real estate assets, housing market is characterized by a
sequential search and seller's optimal strategies. This paper provides a side-by-side …

Differential selling strategies between investors and consumers: evidence from the Chinese housing market

KK Deng, J Chen, Z Lin, X Yang - Journal of Real Estate Research, 2022 - Taylor & Francis
We investigated how real estate selling behaviors and transaction outcomes vary with
sellers' motivations. By exploring a unique dataset of residential sales in Beijing, China, we …

Why do buyers pay different prices for comparable products? A structural approach on the housing market

RB Siebert, MJ Seiler - The Journal of Real Estate Finance and Economics, 2022 - Springer
We focus on the housing market and examine why nonlocal home buyers pay 12% more for
houses than local home buyers. We established a database on the residential housing …

House Price Capitalization of Stormwater Retention Basins: Evidence from Fresno-Clovis Metropolitan Area in California

A Jauregui, Q Fan, J Curry - The Journal of Real Estate Finance and …, 2021 - Springer
We extend the literature on the impact of stormwater retention basins on house prices and
time on the market. Our results indicate that properties located closer to a basin sell at a …

Do energy performance certificates influence time on market? An exploratory research of the residential housing market in Flanders

A Gerassimenko, L De Moor, L Defau - International Journal of …, 2024 - emerald.com
Purpose Literature has already analysed the relation between a property's time on market
(TOM) and other housing characteristics, but few to none include the property's energy …

Optimal Real Estate Pricing and Offer Acceptance Strategy

E Khmelnitsky, G Singer - IEEE Access, 2023 - ieeexplore.ieee.org
We consider the problem of choosing the best of a set of sequential offers proposed by the
market in a house-selling process. During each decision epoch, the seller sets a listing …

Pricing strategies in the Silicon Valley housing market: an update on TOM and recent events

WH Cheng, SC Chiu, CY Yen, FC Yeh - International Journal of …, 2024 - emerald.com
Purpose This study aims to explore the relationship between house prices and time-on-
market (TOM) in Silicon Valley. Previous findings have been inconclusive due to variations …