Author: Sid Som MBA MIM
Publisher:
ISBN: 9781520121079
Category :
Languages : en
Pages : 89
Book Description
This book will teach the readers the wide-ranging alternate applications of AVMs outside of residential modeling - from the universe of Commercial modeling to REO and Foreclosure modeling to MLS-based data modeling to Stress Testing Mortgage or Assessment Portfolios using Challenger AVMs, etc. Also included are many sought-after topics like Excel-based modeling, Forward Sales Sampling to minimize sales chasing, and the proper process to Evaluate a Vendor or Vet a Consultant.
Alternate Applications of Automated Valuation Models (AVM)
Author: Sid Som MBA MIM
Publisher:
ISBN: 9781520121079
Category :
Languages : en
Pages : 89
Book Description
This book will teach the readers the wide-ranging alternate applications of AVMs outside of residential modeling - from the universe of Commercial modeling to REO and Foreclosure modeling to MLS-based data modeling to Stress Testing Mortgage or Assessment Portfolios using Challenger AVMs, etc. Also included are many sought-after topics like Excel-based modeling, Forward Sales Sampling to minimize sales chasing, and the proper process to Evaluate a Vendor or Vet a Consultant.
Publisher:
ISBN: 9781520121079
Category :
Languages : en
Pages : 89
Book Description
This book will teach the readers the wide-ranging alternate applications of AVMs outside of residential modeling - from the universe of Commercial modeling to REO and Foreclosure modeling to MLS-based data modeling to Stress Testing Mortgage or Assessment Portfolios using Challenger AVMs, etc. Also included are many sought-after topics like Excel-based modeling, Forward Sales Sampling to minimize sales chasing, and the proper process to Evaluate a Vendor or Vet a Consultant.
Advances in Automated Valuation Modeling
Author: Maurizio d'Amato
Publisher: Springer
ISBN: 3319497464
Category : Technology & Engineering
Languages : en
Pages : 435
Book 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.
Publisher: Springer
ISBN: 3319497464
Category : Technology & Engineering
Languages : en
Pages : 435
Book 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.
Automated Valuation Models
Author: Mary Lou Downie
Publisher:
ISBN: 9781905257126
Category : Mortgage loans
Languages : en
Pages : 78
Book Description
Publisher:
ISBN: 9781905257126
Category : Mortgage loans
Languages : en
Pages : 78
Book Description
Automated Valuation Modeling (AVM) - a Fully Explained and Illustrated Guide
Author: Sid Som MBA MIM
Publisher:
ISBN: 9781521476697
Category :
Languages : en
Pages : 223
Book Description
This book is 100% hands-on with step-by-step explanations and illustrations. Each modeling step - from sales sampling to time adjustment to multi-collinearity to linear and non-linear regression to residuals and outliers analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming inserts and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Publisher:
ISBN: 9781521476697
Category :
Languages : en
Pages : 223
Book Description
This book is 100% hands-on with step-by-step explanations and illustrations. Each modeling step - from sales sampling to time adjustment to multi-collinearity to linear and non-linear regression to residuals and outliers analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming inserts and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Automated Valuation Modeling (AVM) - a Step-By-Step Illustrated Guide
Author: Sid Som
Publisher:
ISBN: 9781521471463
Category :
Languages : en
Pages : 191
Book Description
This book is 100% hands-on with step-by-step illustrations. Each modeling step - from sales sampling to time adjustment to multi-collinearity to linear and non-linear regression to residual and outlier analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming logic and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Publisher:
ISBN: 9781521471463
Category :
Languages : en
Pages : 191
Book Description
This book is 100% hands-on with step-by-step illustrations. Each modeling step - from sales sampling to time adjustment to multi-collinearity to linear and non-linear regression to residual and outlier analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming logic and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Computational Science and Its Applications – ICCSA 2017
Author: Osvaldo Gervasi
Publisher: Springer
ISBN: 3319623982
Category : Computers
Languages : en
Pages : 790
Book Description
The six-volume set LNCS 10404-10409 constitutes the refereed proceedings of the 17th International Conference on Computational Science and Its Applications, ICCSA 2017, held in Trieste, Italy, in July 2017. The 313 full papers and 12 short papers included in the 6-volume proceedings set were carefully reviewed and selected from 1052 submissions. Apart from the general tracks, ICCSA 2017 included 43 international workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as computer graphics and virtual reality. Furthermore, this year ICCSA 2017 hosted the XIV International Workshop On Quantum Reactive Scattering. The program also featured 3 keynote speeches and 4 tutorials.
Publisher: Springer
ISBN: 3319623982
Category : Computers
Languages : en
Pages : 790
Book Description
The six-volume set LNCS 10404-10409 constitutes the refereed proceedings of the 17th International Conference on Computational Science and Its Applications, ICCSA 2017, held in Trieste, Italy, in July 2017. The 313 full papers and 12 short papers included in the 6-volume proceedings set were carefully reviewed and selected from 1052 submissions. Apart from the general tracks, ICCSA 2017 included 43 international workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as computer graphics and virtual reality. Furthermore, this year ICCSA 2017 hosted the XIV International Workshop On Quantum Reactive Scattering. The program also featured 3 keynote speeches and 4 tutorials.
Fuzzy Logic and Applications
Author: Alfredo Petrosino
Publisher: Springer Science & Business Media
ISBN: 3642237126
Category : Computers
Languages : en
Pages : 289
Book Description
This book constitutes the refereed proceedings of the 9th International Workshop on Fuzzy Logic and Applications, WILF 2011 held in Trani, Italy in August 2011. The 34 revised full papers presented were carefully reviewed and selected from 50 submissions. The papers are organized in topical sections on advances in theory of fuzzy sets, advances in fuzzy systems, advances in classification and clustering; and applications.
Publisher: Springer Science & Business Media
ISBN: 3642237126
Category : Computers
Languages : en
Pages : 289
Book Description
This book constitutes the refereed proceedings of the 9th International Workshop on Fuzzy Logic and Applications, WILF 2011 held in Trani, Italy in August 2011. The 34 revised full papers presented were carefully reviewed and selected from 50 submissions. The papers are organized in topical sections on advances in theory of fuzzy sets, advances in fuzzy systems, advances in classification and clustering; and applications.
Automated Valuation Modeling (AVM) - a Fully Explained and Illustrated Guide
Author: Sid Som
Publisher:
ISBN: 9781689442824
Category :
Languages : en
Pages : 178
Book Description
This book is 100% hands-on with step-by-step explanations and illustrations. Each modeling step - from sales sampling to time adjustments to multi-collinearity to linear and non-linear regression to residual and outlier analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming logic and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Publisher:
ISBN: 9781689442824
Category :
Languages : en
Pages : 178
Book Description
This book is 100% hands-on with step-by-step explanations and illustrations. Each modeling step - from sales sampling to time adjustments to multi-collinearity to linear and non-linear regression to residual and outlier analyses to model application - has been thoroughly illustrated with over 100 interactive modeling charts, tables, multiple regression outputs, spatial graphs, data samples, programming logic and more. And, readers can easily duplicate the steps in any statistical software or in Excel (Data Analysis).
Decision Tree and Boosting Techniques in Artificial Intelligence Based Automated Valuation Models (AI-AVM).
Author: Tien Foo Sing
Publisher:
ISBN:
Category :
Languages : en
Pages : 37
Book Description
This paper develops an artificial intelligence-based automated valuation model (AI-AVM) using the decision tree and the boosting techniques to predict residential property prices in Singapore. We use more than 300,000 property transaction data from Singapore's private residential property market for the period from 1995 to 2017 for the training of the AI-AVM models. The two tree-based AI-AVM models show superior performance over the traditional multiple regression analysis (MRA) model when predicting the property prices. We also extend the application of the AI-AVM to more homogenous public housing prices in Singapore, and the predictive performance remains robust. The boosting AI-AVM models that allow for inter-dependence structure in the decision trees is the best model that explains more than 88% of the variance in both private and public housing prices and keep the prediction errors to less than 6% for HDB and 9% for the private market. When subject the AI-AVM to the out-of-sample forecasting using the 2017-2019 testing property sale samples, the prediction errors remain within a narrow range of between 5% and 9%.
Publisher:
ISBN:
Category :
Languages : en
Pages : 37
Book Description
This paper develops an artificial intelligence-based automated valuation model (AI-AVM) using the decision tree and the boosting techniques to predict residential property prices in Singapore. We use more than 300,000 property transaction data from Singapore's private residential property market for the period from 1995 to 2017 for the training of the AI-AVM models. The two tree-based AI-AVM models show superior performance over the traditional multiple regression analysis (MRA) model when predicting the property prices. We also extend the application of the AI-AVM to more homogenous public housing prices in Singapore, and the predictive performance remains robust. The boosting AI-AVM models that allow for inter-dependence structure in the decision trees is the best model that explains more than 88% of the variance in both private and public housing prices and keep the prediction errors to less than 6% for HDB and 9% for the private market. When subject the AI-AVM to the out-of-sample forecasting using the 2017-2019 testing property sale samples, the prediction errors remain within a narrow range of between 5% and 9%.
Neural Networks in Finance and Investing
Author: Robert R. Trippi
Publisher: Irwin Professional Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 872
Book Description
This completely updated version of the classic first edition offers a wealth of new material reflecting the latest developments in teh field. For investment professionals seeking to maximize this exciting new technology, this handbook is the definitive information source.
Publisher: Irwin Professional Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 872
Book Description
This completely updated version of the classic first edition offers a wealth of new material reflecting the latest developments in teh field. For investment professionals seeking to maximize this exciting new technology, this handbook is the definitive information source.