Advances in Automated Valuation Modeling -

Advances in Automated Valuation Modeling

AVM After the Non-Agency Mortgage Crisis

Maurizio d'Amato, Tom Kauko (Herausgeber)

Buch | Hardcover
XXXVIII, 418 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-49744-0 (ISBN)
171,19 inkl. MwSt
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.

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

Erscheinungsdatum
Reihe/Serie Studies in Systems, Decision and Control
Zusatzinfo XXXVIII, 418 p. 39 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Wirtschaft Betriebswirtschaft / Management Finanzierung
Betriebswirtschaft / Management Spezielle Betriebswirtschaftslehre Bankbetriebslehre
Wirtschaft Volkswirtschaftslehre
Schlagworte Artificial Intelligence • Automated Valuation Modeling • Banking • Business Valuations Methods • Computational Intelligence • Computer Assisted Modeling • Cost of Goods Sold Adjustment • Deferred Capital Expenditures • Economic theory and philosophy • Economic Theory/Quantitative Economics/Mathematica • Engineering • Engineering: general • Mass Appraisal Models • Valuation Intangible Assets • Working Capital Adjustment
ISBN-10 3-319-49744-8 / 3319497448
ISBN-13 978-3-319-49744-0 / 9783319497440
Zustand Neuware
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