... Housing Time on market Machine learning Decision tree Random forest The availability of large amounts of data yields great possibilities for highly precise predictions. One approach to deal with big data is machine learning. The mass of information combined with sophisticated statistical...

.... Recurring themes were visualised using the VOSviewer software. Findings The existing literature suggests that economic uncertainty negatively impacts investment volumes, returns and performance. Research has also increased since 2018, with a strong emphasis on the housing sector and developed property...

... considered. Findings For a short-term horizon, shocks to mortgages, the house price index (HPI) and the GDP have a positive effect on the GDP, a shock to the amount of mortgages has a positive effect on the mortgage supply and a shock to the GDP has a negative effect on HPI. The main results for the long...

... the share of directly available amenities. Moreover, real estate prices respond to the demand of households for housing, which in turn is based on their disposable income, transport costs and on their own preferences. Spatial variation in rents arises since household’s disposable income varies across a city...

... applied to 71 main Spanish province capitals and cities with more than 100,000 inhabitants. The results show evidence of determinants of housing prices and how some relationships appear to exist between price levels and families’ waged income as well as with population and productive structure in Spanish...

... proven in a number of studies. The land‐value maps for Chicago in 1910 and 1930 demonstrate that values declined with distance from the CBD (Yates, 1965). An empirical study by Abelson (1997) on house and land prices in Sydney from 1931‐1989 revealed that the prices fell generally exponentially...

... with expectations will have implications for the residential housing market. When calculating the present value of the total payments by the mortgagee, the present value of the £10,000 he hopes to receive at the end of 20 years must be deducted from the present value of the cash outflows. The endowment mortgage...

...Chris Leishman; Craig Watkins This paper argues that the methods of constructing house price indices for UK markets lag behind those employed in Europe, Australasia and North America. This is particularly evident in terms of the range and level of technical sophistication of the index construction...

...Eddie Hui; Tsz‐Ying Lui This paper uses an econometric approach to examine the relationship between real ( ex post) and rationally expected housing prices in Hong Kong over its boom and bust cycle. Models of market fundamentals are developed from a rational expectation hypothesis to compare the ex...

...Bert Kramer; Ton van Welie With asset liability management (ALM), all the relevant asset and liability classes are managed in an integrated fashion. We describe an ALM model for housing associations. This model uses simulation to show the development of a housing association, usually measured...

... is transmitted to the rest of the country as a locomotive effect in residential construction. This means that the aggregate building cycle could strongly depend on cycles in specific areas. This paper follows this approach and investigates the relationship between geographic areas’ intensity in housing...

...Simon Stevenson The literature concerned with British regional housing markets has been relatively limited, especially in comparison to the research undertaken with regard to the commercial market. This paper aims to redress the balance primarily in two areas. First, the performance of regional...

... that the actual behaviour of subjects departed from theoretical expectations and that the subjects failed to recognize the underlying real values and instead made nominal evaluations. The evidence has the further implication that, in the absence of some house price escalation, there may be a tendency for vendor’s...

...Martin Hoesli; Foort Hamelink Swiss institutional investors hold approximately 19 per cent of their wealth in property, and the bulk of the allocation to property is housing. The financial reasons which are often given to motivate this investment strategy are twofold. First, property returns...

...‐occupied housing units transacted all over the Quebec Urban Community territory between January 1990 and December 1991. Tests several functional forms and uses up to 60 descriptors. Reveals that in line with previous studies, findings indicate that shopping‐centre size exerts a positive contributory effect...

.... © MCB UP Limited 1996 Geographical information systems Housing Location Multiple regression analysis Property Valuation ( Multiple regression analysis (MRA) is a technique which seeks to link the value of a number of independent variables to a further variable whose value...

... per cent of transaction price is not upheld; rather it is argued that a 10 per cent threshold has greater credibility. © MCB UP Limited 1996 Buyers Comparative method Housing Pricing Valuers Jim Berry Lecturer, School of the Built Environment, University of Ulster, Newtownabbey...

...Peter Dent; John Doling Uses an explicit risk model to examine investment performance in the private rented housing sector. Suggests that by using such rational analysis it is possible to identify target returns for these investments. Examines the reasons for disinvestment and the factors which...

...Martin Angel Outlines the essential characteristics of assured tenancies. Considers the valuation of properties which are let by Business Expansion Scheme companies and registered housing associations. Concludes that when valuing property subject to assured tenancies it is important to establish...

... Examines regional variations in house prices and the rate of house price inflation over the last 20 years. Shows the existence of marked cyclical variations and argues that the frequent downturn of house prices in the South East of England was predictable and will lead to a reduction in the North...