Download or read book An Illustrated Guide to Automated Valuation Modeling AVM in Excel Five Fully Illustrated Multiple Regression Models written by Sid Som MBA/MIM and published by . This book was released on 2017-05-24 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, Excel inserts and more. And, it's all Excel-based so users can focus on learning actual model building rather than worrying about a complicated Stat package!
Download or read book Automated Valuation Modeling AVM a Step By Step Illustrated Guide written by Sid Som and published by . This book was released on 2017-06-09 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
Download or read book Automated Valuation Modeling AVM a Fully Explained and Illustrated Guide written by Sid Som MBA MIM and published by . This book was released on 2017-06-10 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
Download or read book Automated Valuation Modeling AVM a Fully Explained and Illustrated Guide written by Sid Som and published by . This book was released on 2019-08-30 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
Download or read book Advances in Automated Valuation Modeling written by Maurizio d'Amato and published by Springer. This book was released on 2017-01-28 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Corporate Valuation Modeling written by Keith A. Allman and published by John Wiley & Sons. This book was released on 2010-01-21 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critical guide to corporate valuation modeling Valuation is at the heart of everything that Wall Street does. Every day, millions of transactions to purchase or sell companies take place based on prices created by the activities of all market participants. In this book, author Keith Allman provides you with a core model to value companies. Corporate Valuation Modeling takes you step-by-step through the process of creating a powerful corporate valuation model. Each chapter skillfully discusses the theory of the concept, followed by Model Builder instructions that inform you of every step necessary to create the template model. Many chapters also include a validation section that shows techniques and implementations that you can employ to make sure the model is working properly. Walks you through the full process of constructing a fully dynamic corporate valuation model A Tool Box section at the end of each chapter assists readers who may be less skilled in Excel techniques and functions Complete with a companion CD-ROM that contains constructed models, this book is an essential guide to understanding the intricacies of corporate valuation modeling. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.
Download or read book How to Build a Better Automated Valuation Model AVM written by Sid Som MBA MIM and published by . This book was released on 2016-12-10 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will teach our readers the issues and techniques pertaining to AVM and CAMA Modeling that are rarely found in textbooks and courses offered by professional institutions. It covers such hands-on chapters as proper Sales Sampling, Broader Market Time Adjustments, Categorical Modeling, Multi-collinearity, Residual Analysis, and Systematic Removal of Outliers, etc. to help build a better and more advanced valuation model.
Download or read book Alternate Applications of Automated Valuation Models AVM written by Sid Som MBA MIM and published by . This book was released on 2016-12-10 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Financial Simulation Modeling in Excel written by Keith A. Allman and published by John Wiley & Sons. This book was released on 2011-09-02 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: "I've worked with simulation in business for over 20 years, and Allman really nails it with this book. I admit that I own his previous book on structured finance cash flows, but I was surprised by what I found in here. He addresses the fundamental questions of how decision makers react to simulations and his read was very much in accordance with what I've experienced myself. When it came to the nuts and bolts of describing the different types of simulation analysis the book becomes incredibly detailed. There is working code and models for a fantastic array of the most common simulation problems. If you're so inclined, the book very carefully steps through the tricky math needed to really understand the theory behind stochastic modeling in finance. If you're preparing models that include any kind of randomization or stochastic modeling component, this book is a must-read, a tremendous value and time-saver." — David Brode of The Brode Group A practical guide to understanding and implementing financial simulation modeling As simulation techniques become more popular among the financial community and a variety of sub-industries, a thorough understanding of theory and implementation is critical for practitioners involved in portfolio management, risk management, pricing, and capital budgeting. Financial Simulation Modeling in Excel contains the information you need to make the most informed decisions possible in your professional endeavors. Financial Simulation Modeling in Excel contains a practical, hands-on approach to learning complex financial simulation methodologies using Excel and VBA as a medium. Crafted in an easy to understand format, this book is suitable for anyone with a basic understanding of finance and Excel. Filled with in-depth insights and expert advice, each chapter takes you through the theory behind a simulation topic and the implementation of that same topic in Excel/VBA in a step-by-step manner. Organized in an easy-to-follow fashion, this guide effectively walks you through the process of creating and implementing risk models in Excel A companion website contains all the Excel models risk experts and quantitative analysts need to practice and confirm their results as they progress Keith Allman is the author of other successful modeling books, including Corporate Valuation Modeling and Modeling Structured Finance Cash Flows with Microsoft Excel Created for those with some background in finance and experience in Excel, this reliable resource shows you how to effectively perform sound financial simulation modeling, even if you've yet to do extensive modeling up to this point in your professional or academic career.
Download or read book A Guide to Automated Valuation Models AVMs written by James A. Kirchmeyer and published by . This book was released on 2004 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Decision Tree and Boosting Techniques in Artificial Intelligence Based Automated Valuation Models AI AVM written by Tien Foo Sing and published by . This book was released on 2020 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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%.
Download or read book Google Earth Engine Applications written by Lalit Kumar and published by MDPI. This book was released on 2019-04-23 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a rapidly changing world, there is an ever-increasing need to monitor the Earth’s resources and manage it sustainably for future generations. Earth observation from satellites is critical to provide information required for informed and timely decision making in this regard. Satellite-based earth observation has advanced rapidly over the last 50 years, and there is a plethora of satellite sensors imaging the Earth at finer spatial and spectral resolutions as well as high temporal resolutions. The amount of data available for any single location on the Earth is now at the petabyte-scale. An ever-increasing capacity and computing power is needed to handle such large datasets. The Google Earth Engine (GEE) is a cloud-based computing platform that was established by Google to support such data processing. This facility allows for the storage, processing and analysis of spatial data using centralized high-power computing resources, allowing scientists, researchers, hobbyists and anyone else interested in such fields to mine this data and understand the changes occurring on the Earth’s surface. This book presents research that applies the Google Earth Engine in mining, storing, retrieving and processing spatial data for a variety of applications that include vegetation monitoring, cropland mapping, ecosystem assessment, and gross primary productivity, among others. Datasets used range from coarse spatial resolution data, such as MODIS, to medium resolution datasets (Worldview -2), and the studies cover the entire globe at varying spatial and temporal scales.
Download or read book Crustal Heat Flow written by G. R. Beardsmore and published by Cambridge University Press. This book was released on 2001-08-06 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: A handbook for geologists and geophysicists who manipulate thermal data; professionals researchers, and advanced students.
Download or read book Measurement and Instrumentation written by Alan S. Morris and published by Academic Press. This book was released on 2015-08-13 with total page 727 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measurement and Instrumentation: Theory and Application, Second Edition, introduces undergraduate engineering students to measurement principles and the range of sensors and instruments used for measuring physical variables. This updated edition provides new coverage of the latest developments in measurement technologies, including smart sensors, intelligent instruments, microsensors, digital recorders, displays, and interfaces, also featuring chapters on data acquisition and signal processing with LabVIEW from Dr. Reza Langari. Written clearly and comprehensively, this text provides students and recently graduated engineers with the knowledge and tools to design and build measurement systems for virtually any engineering application. Provides early coverage of measurement system design to facilitate a better framework for understanding the importance of studying measurement and instrumentation Covers the latest developments in measurement technologies, including smart sensors, intelligent instruments, microsensors, digital recorders, displays, and interfaces Includes significant material on data acquisition and signal processing with LabVIEW Extensive coverage of measurement uncertainty aids students’ ability to determine the accuracy of instruments and measurement systems
Download or read book Regression Modeling Strategies written by Frank E. Harrell and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for dealing with "too many variables to analyze and not enough observations," and powerful model validation techniques based on the bootstrap. This text realistically deals with model uncertainty and its effects on inference to achieve "safe data mining".
Download or read book Primary Angioplasty written by Timothy J Watson and published by Springer. This book was released on 2018-07-13 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license. This quick-reference handbook offers a concise and practical review of key aspects of the treatment of ST-segment elevation myocardial infarction (STEMI) in the era of primary percutaneous coronary intervention (PPCI). In the context of STEMI, PPCI is the preferred mode of emergency revascularization. Access to PPCI is rapidly increasing and is now routinely practiced in both general and specialist hospitals and there has been a recent emphasis on developing STEMI networks to enhance and expedite the referral pathway. This coupled with concurrent developments to enhance the safety and efficacy of the PPCI procedure has heralded an era where STEMI interventions are increasingly considered an important subspecialty within interventional cardiology. Written by leading cardiologists who have been instrumental in the adoption of PPCI in their respective institutions, the book provides junior and senior cardiologists alike with insightful and thought-provoking tips and tricks to enhance the success of PPCI procedures, which may in turn translate into direct improvements in outcomes. The book is also relevant for healthcare providers and emergency department physicians.
Download or read book Mass Appraisal Methods written by Tom Kauko and published by John Wiley & Sons. This book was released on 2009-01-28 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes a cross-disciplinary and cross-cultural look atmass appraisal expertise for property valuation in different marketconditions, and offers some cutting- edge approaches. The editors establish an international platform and present thescientific debate as well as practical feasibility considerations.Heretic and orthodox valuation methods are assessed based onspecific criteria, partly technical and partly institutional.Methodological evaluation is approached using two types ofcriteria: operational concerns about how to determine propertyvalue differentials between spatial and functional units of realestate in a valid and reliable way (technical criteria); and thekind of market circumstances being operated in (institutionalcriteria). While technical criteria are relatively well-researched,there is little theoretically informed work on the connectionbetween country context and selection of property appraisalmethods. The book starts with an examination of current mass propertyappraisal practices, presenting case studies from widely differingmarkets - from the American and Dutch, where regression-basedmethods have been used successfully for some time; to the EasternEuropean and other emerging economies, where limitations have to becompensated by focusing on the modelling assumptions. The second part of the book looks at sophisticated modellingapproaches, some of which represent combinations of elements fromtwo or more techniques. Whatever the exact modelling approach, therequirements are always high for the quality of the data andsuitability of the method. In the final section, methods areevaluated and compared according to technical criteria and againstinstitutional contexts.With its exceptionally wide coverage ofvaluation issues, Mass Appraisal Methods: an internationalperspective for property valuers addresses property valuationproblems common to different countries and approaches applicable inboth developed and emerging economies.
