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Modeling Real Estate Data

Name: Modeling Real Estate Data
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 06891509
Price: 22547 HUF
Availability: InStock
Author: Wolfgang A. Brunauer
ISBN: 9783838126975

Applications with Structured Additive Regression

Wolfgang A. Brunauer

Language

German

Book Paperback

Libristo code: 06891509

Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG, July 2011

The statistical analysis of real estate data has received increasingly more attention during the las... Full description

Libristo code: 06891509

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The statistical analysis of real estate data has received increasingly more attention during the last decade. Property owners, investors and banks are looking for cost-effective and reliable means to assess the value of single properties or even property portfolios. Additionally, building operating charges have turned out to be a major determinant of profitability of real estate investment, and the Europe-wide introduction of the energy certification for buildings in 2002 enhances the importance of accurate assessment of the energy efficiency of buildings even more. The main purpose of this thesis is to apply approaches that address nonlinearity and spatial or cluster-specific heterogeneity simultaneously on real estate price and cost data. A particularly broad and rich framework for semiparametric modeling is provided by structured additive regression (STAR) models. In STAR-models, continuous covariates are modeled as P(enalized)-splines. Furthermore, possibly correlated discrete random effects for spatial indexes, functions of two dimensional surfaces and (spatially) varying coefficient terms may also be estimated using this methodology.