This paper addresses the issue of data quality in the real estate market. In many countries, the returns indices for direct markets are provided by several sources differing in terms of the methodology adopted and index weights. These differences produce a lack of informative standardization,...

Global financial crisis, arising from real estate and finance sectors, has caused extra ordinary costs for the world economy. Problems in the public management model of the US finance and real estate sectors would be accepted as one of the important reasons of the financial failures in the US...

We compare the performance of both hedonic and non-hedonic pricing models applied to the problem of housing valuation in the city of Madrid. Urban areas pose several challenges in data mining because of the potential presence of different market segments originated from geospatial relations....

Recently, the global market is struggling with one of the most critical economic crisis to have ever occurred. The solution is to attack the weak chain links effectively, focusing on specific targets rather than use capitals thoughtlessly. Therefore, it is necessary to introduce and follow more...

The article describes the tax methods of management of real estate from the standpoint of implementation of property relations in the agriculture of Ukraine. There are analyzed the features of the tax administration for real estate in agriculture.

In this paper an approach for automatic detection of segments where a regression model significantly underperforms and for detecting segments with systematically under- or overestimated prediction is introduced. This segmentational approach is applicable to various expert systems including, but...

To the best knowledge of authors, the use of Random forest as a potential technique for residential estate mass appraisal has been attempted for the first time. In the empirical study using data on residential apartments the method performed better than such techniques as CHAID, CART, KNN,...

This paper addresses the issue of data quality in the real estate market. In many countries, the returns indices for direct markets are provided by several sources differing in terms of the methodology adopted and index weights. These differences produce a lack of informative standardization,...

This paper studies the geography of competition on Moscow commercial real estate market. We estimate the elasticity of office rental price to the prices of competing objects as a function of the geographical distance. We found that office real estate market in Moscow, although saturated, is...

We calculate the ex-post portfolio performance for an investor who diversifies among stocks, bonds, REITS and cash. Simulations are performed for two alternative asset allocation frameworks – classical and Bayesian - and for scenarios involving two different samples and six different...