Advances in automated valuation modeling : AVM after the non-agency mortgage crisis

Author(s)

    • D'Amato, Maurizio
    • Kauko, Tom

Bibliographic Information

Advances in automated valuation modeling : AVM after the non-agency mortgage crisis

Maurizio d'Amato, Tom Kauko, editors

(Studies in systems, decision and control / series editor Janusz Kacprzyk, v. 86)

Springer, c2017

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Note

Includes bibliographical references

Description and Table of Contents

Description

This book addresses several problems related to automated valuation methodologies (AVM). Following the non-agency mortgage crisis, it offers a variety of approaches to improve the efficiency and quality of an automated valuation methodology (AVM) dealing with emerging problems and different contexts. Spatial issue, evolution of AVM standards, multilevel models, fuzzy and rough set applications and quantitative methods to define comparables are just some of the topics discussed.

Table of Contents

A Brief Outline of AVM Models and Standards Evolutions.- Appraisal methods and the non-agency mortgage crisis.- Automated valuation models and economic theory.- Automated Valuation Models for the Granting of Mortgage Loans in Germany74.- An estimative model of Automated Valuation Method in Italy.- Emerging Markets Under Basel III: Can Moral Hazard lead to systematic risk and Fragility? Analysis of REIT's in Turkey.- An Application of Short Tab MCA to Podgorica.- Spatial analysis of residential real estate rental market with geoadditive models.- A Spatial Analysis for the Real Estate Market Applications.- Location Value Response Surface Model as Automated Valuation Methodology. A Case in Bari.- Further Evaluating the Impact of Kernel and Bandwidth Specifications of Geographically Weighted Regression on the Equity and Uniformity of Mass Appraisal Models.- Dealing with Spatial Modelling in Minsk.- Before and after the quake: using multi level modeling techniques as an AVM tool.- The multilevel model in the computer-generated appraisal.- Automated Valuation Methods in Real Estate Market a Two-Level Fuzzy System.- An Application of RST as Automated Valuation Methodology to Commercial Properties. A case in Bari.- The Theory and Practice of Comparable Selection in Real Estate Valuation.- Reducing the Appraisal Bias in Manual Valuations With Decision Support Systems.- An Application of Regressed Discounted Cash Flow as an Automated Valuation Method: a Case in Bari.- Automatic research of the capitalization rate for the residential automated valuation: an experimental study in Cosenza (Italy).- Automated Procedures Based on Market Comparison Approach in Italy.- Short Tab Market Comparison Approach. An Application to the residential real estate market in Bari.- Conclusions

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Details

  • NCID
    BB25417385
  • ISBN
    • 9783319497440
  • Country Code
    sz
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Cham
  • Pages/Volumes
    xxxviii, 418 p.
  • Size
    25 cm
  • Parent Bibliography ID
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