[HTML][HTML] How much is the view from the window worth? Machine learning-driven hedonic pricing model of the real estate market

T Potrawa, A Tetereva - Journal of Business Research, 2022 - Elsevier
Understanding the customers' perception of the value of constituent characteristics of a good
is among the key questions in any pricing strategy. Hedonic pricing allows such an analysis …

Factors that contribute to becoming unbanked

SLW Rhine, WH Greene - Journal of Consumer Affairs, 2013 - Wiley Online Library
The proportion of US families that are unbanked (ie, have no type of checking or savings
account) has steadily declined for more than two decades. Nonetheless, more than nine …

Assessment of the real estate market value in the European market by artificial neural networks application

J Ćetković, S Lakić, M Lazarevska, M Žarković… - …, 2018 - Wiley Online Library
Using an artificial neural network, it is possible with the precision of the input data to show
the dependence of the property price from variable inputs. It is meant to make a forecast that …

Causal relationships between the price-to-rent ratio and macroeconomic factors: a UK perspective

D Lo, M McCord, PT Davis, J McCord… - Journal of Property …, 2022 - emerald.com
Purpose House price-to-rent (PtR) ratios are among the most widely used measures of
housing market conditions. Given the theoretical and apparent bidirectional, causal …

Housing demand and neighborhood choice with housing vouchers

J Geyer - Journal of Urban Economics, 2017 - Elsevier
This paper presents a new model of household choice of neighborhood and housing
consumption, and uses it to predict the effects of alternative housing voucher policies on the …

A new approach to estimating equilibrium models for metropolitan housing markets

D Epple, L Quintero, H Sieg - Journal of Political Economy, 2020 - journals.uchicago.edu
We provide a new estimator for a broad class of equilibrium models of metropolitan housing
markets with housing differentiated by quality. Quality is a latent variable that captures all …

Credit constraints, inelastic supply, and the housing boom

Y Chu - Review of economic dynamics, 2014 - Elsevier
In this paper, I develop a dynamic general equilibrium model to study the sensitivity of house
price changes with respect to credit constraints. I find that house prices are sensitive to …

Absolute income inequality and rising house prices

T Goda, C Stewart, A Torres García - Socio-economic review, 2020 - academic.oup.com
Income inequality and house prices have risen sharply in developed countries during 1975–
2010. In line with theoretical models, we argue that this co-movement is no coincidence, but …

Lead-lag relationship between the price-to-rent ratio and the macroeconomy: An empirical study of the residential market of Hong Kong

D Lo, Y Yau, M McCord, M Haran - Buildings, 2022 - mdpi.com
The price-to-rent (PtR) ratio is one of the most commonly used indicators to assess housing
market conditions by policy makers and real estate practitioners. It is often employed as an …

Rent or buy, what are the odds? Analysing the price-to-rent ratio for housing types within the Northern Ireland housing market

D Lo, MJ McCord, J McCord, PT Davis… - International journal of …, 2021 - emerald.com
Purpose The price-to-rent ratio is often regarded as an important indicator for measuring
housing market imbalance and inefficiency. A central question is the extent to which house …