En este trabajo se determina el potencial de valorización del metro cuadrado de suelo (metro cuadrado del lote) de los barrios de la ciudad de Barranquilla (Colombia), a partir de datos mensuales para el periodo comprendido entre 2001 y 2011. Se utiliza información de avalúos inmobiliarios,...

This paper studies the evolution of U.S. house prices across 45 metropolitan areas from 1980-2012. It uses a version of the Gordon dividend discount model, modelling price as present value of imputed rents as a measure of "fundamentals." This allows for a parsimonious specification, using only...

Increasing availability and acceptance of Alternative Data in recent years have created challenges and opportunities for experimental exploration from unorthodox sources. In the meantime, rising popularity of Machine Learning algorithms has probably accelerated interest for more data ingestion,...

We develop a novel approach based on the generalised canonical correlation (GCC) analysis to consistently estimating the multilevel factor model and providing the proper inference theory for the high dimensional panel data. Importantly, our approach is shown to be robust to a non-zero...

Purpose – We use a large and rich data set consisting of over 123,000 single-family houses sold in Switzerland between 2005 and 2017 to investigate the accuracy and volatility of different methods for estimating and updating hedonic valuation models.Design/methodology/approach – We apply six...

The authors use a data set of over 20,000 residential housing sales in 2010 and 2011 in San Diego County to measure the school proximity effects on nearby residential housing. Prior research supports the existence of a "school proximity premium" for housing located near K-12 schools. However,...

This paper investigates the dynamic connectedness of random shocks to housing prices between the 50 U.S. states and the District of Columbia. The paper implements a standard vector autoregressive (VAR) model as well as three VAR models with shrinkage effects - Elastic Net, Lasso, and Ridge VAR...

This article examines the spatially varying effect of age on single-family house (SFH) prices. Age has been shown to be a key driver for house depreciation and is usually associated with a negative price effect. In practice, however, there exist deviations from this behavior which are referred...