Proposing A Global Model To Manage The Bias Variance Tradeoff In The Context Of Hedonic House Price Models
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| Author | : Maurizio d'Amato |
| Publisher | : Springer |
| Total Pages | : 435 |
| Release | : 2017-01-28 |
| Genre | : Technology & Engineering |
| ISBN | : 3319497464 |
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.
| Author | : A. Stewart Fotheringham |
| Publisher | : John Wiley & Sons |
| Total Pages | : 282 |
| Release | : 2003-02-21 |
| Genre | : Science |
| ISBN | : 0470855258 |
Geographical Weighted Regression (GWR) is a new local modelling technique for analysing spatial analysis. This technique allows local as opposed to global models of relationships to be measured and mapped. This is the first and only book on this technique, offering comprehensive coverage on this new 'hot' topic in spatial analysis. * Provides step-by-step examples of how to use the GWR model using data sets and examples on issues such as house price determinants, educational attainment levels and school performance statistics * Contains a broad discussion of and basic concepts on GWR through to ideas on statistical inference for GWR models * uniquely features accompanying author-written software that allows users to undertake sophisticated and complex forms of GWR within a user-friendly, Windows-based, front-end (see book for details).
| Author | : Matthew Shum |
| Publisher | : World Scientific |
| Total Pages | : 154 |
| Release | : 2016-12-14 |
| Genre | : Business & Economics |
| ISBN | : 981310967X |
Economic Models for Industrial Organization focuses on the specification and estimation of econometric models for research in industrial organization. In recent decades, empirical work in industrial organization has moved towards dynamic and equilibrium models, involving econometric methods which have features distinct from those used in other areas of applied economics. These lecture notes, aimed for a first or second-year PhD course, motivate and explain these econometric methods, starting from simple models and building to models with the complexity observed in typical research papers. The covered topics include discrete-choice demand analysis, models of dynamic behavior and dynamic games, multiple equilibria in entry games and partial identification, and auction models.
| Author | : Ko Wang |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 464 |
| Release | : 2002-09-30 |
| Genre | : Business & Economics |
| ISBN | : 9780792376637 |
Is real property appraisal evolving, or have all of the "big ideas" already been conceived? This question has been circulating among the leaders of the Appraisal Institute during the past several annual meetings, usually encountering little in the way of satisfying answers. This is not too surprising, because grand ideas and new knowledge do not typically evolve from off-hand conversation. They are the product of focused intellectual activity and hours of difficult work. This unquenched thirst for new knowledge is the primary reason for assembling this collection of new manuscripts dealing with valuation theory, which was financially underwritten by the Appraisal Institute. Their generosity and willingness to partner with the American Real Estate Society made this collection of thoughtful and thought provoking essays possible. They are the result of a global response to a worldwide call for papers, and demonstrate that real estate valuation is indeed an international discipline. The United States, Australia and New Zealand, Southeast Asia, the Pacific Rim, and Europe are all represented by this impressive collection of authors. Together, the eighteen essays that make up this volume demonstrate that there are a sufficient number of "big ideas" to challenge and improve the appraisal profession for years to come. Real Estate Valuation Theory is organized around five categories of intellectual contribution to the whole-appraiser decision making and valuation accuracy, application of nontraditional appraisal techniques such as regression and the minimum-variance grid method, appraising contaminated property, ad valorem tax assessment, and new perspectives on traditional appraisal methods. One common thread is that all of the papers are exceptionally well written and thought provoking.
| Author | : Wolfgang Karl Härdle |
| Publisher | : Springer |
| Total Pages | : 369 |
| Release | : 2017-08-02 |
| Genre | : Business & Economics |
| ISBN | : 3662544865 |
This volume provides practical solutions and introduces recent theoretical developments in risk management, pricing of credit derivatives, quantification of volatility and copula modeling. This third edition is devoted to modern risk analysis based on quantitative methods and textual analytics to meet the current challenges in banking and finance. It includes 14 new contributions and presents a comprehensive, state-of-the-art treatment of cutting-edge methods and topics, such as collateralized debt obligations, the high-frequency analysis of market liquidity, and realized volatility. The book is divided into three parts: Part 1 revisits important market risk issues, while Part 2 introduces novel concepts in credit risk and its management along with updated quantitative methods. The third part discusses the dynamics of risk management and includes risk analysis of energy markets and for cryptocurrencies. Digital assets, such as blockchain-based currencies, have become popular b ut are theoretically challenging when based on conventional methods. Among others, it introduces a modern text-mining method called dynamic topic modeling in detail and applies it to the message board of Bitcoins. The unique synthesis of theory and practice supported by computational tools is reflected not only in the selection of topics, but also in the fine balance of scientific contributions on practical implementation and theoretical concepts. This link between theory and practice offers theoreticians insights into considerations of applicability and, vice versa, provides practitioners convenient access to new techniques in quantitative finance. Hence the book will appeal both to researchers, including master and PhD students, and practitioners, such as financial engineers. The results presented in the book are fully reproducible and all quantlets needed for calculations are provided on an accompanying website. The Quantlet platform quantlet.de, quantlet.com, quantlet.org is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web. QuantNet and the corresponding Data-Driven Documents-based visualization allows readers to reproduce the tables, pictures and calculations inside this Springer book.
| Author | : John A. List |
| Publisher | : Edward Elgar Publishing |
| Total Pages | : 521 |
| Release | : 2013-01-01 |
| Genre | : Business & Economics |
| ISBN | : 1781009074 |
'Until not much more than 20 years ago, economists frequently lamented the fact that they were limited in their empirical analyses to statistical assessments of market behavior, because controlled economic experiments were (thought to be) infeasible, unethical, or both. Much has changed in the intervening years! In this new volume, John List, Michael Price, and their co-authors provide a diverse set of applications of experimental approaches to the environmental economics realm. This is among the most promising of new areas of research in the economics of the environment, and this book provides a superb point of entry for experts and novices alike.' – Robert Stavins, Harvard University, US Laboratory and field experiments have grown significantly in prominence over the past decade. The experimental method provides randomization in key variables therefore permitting a deeper understanding of important economic phenomena. This path-breaking volume provides a valuable collection of experimental work within the area of environmental and resource economics and showcases how laboratory and field experiments can be used for both positive and normative purposes. The Handbook provides a timely reminder to social scientists, policymakers, international bodies, and practitioners that appropriate decision-making relies on immediate and sharp feedback, both of which are key features of proper experimentation. This book includes a collection of research that makes use of the experimental method to explore key issues within environmental and resource economics that will prove invaluable for both students and academics working in these areas.
| Author | : David Pearce |
| Publisher | : Routledge |
| Total Pages | : 187 |
| Release | : 2013-11-05 |
| Genre | : Business & Economics |
| ISBN | : 1134165226 |
Biodiversity loss is one of the major resource problems facing the world, and the policy options available are restricted by inappropriate economic tools which fail to capture the value of species and their variety. This study describes in non-technical terms how cost-benefit analysis techniques can be applied to species and species loss, and how they provide a measure of the efficiency of conservation measures. Only when conservation can be shown to pass such a basic economic test, the authors claim, will it be incorporated into policies.;David Pearce has also written Blueprint for a Green Economy.
| Author | : International Labour Office |
| Publisher | : International Labour Organization |
| Total Pages | : 578 |
| Release | : 2004-08-25 |
| Genre | : Business & Economics |
| ISBN | : 9789221136996 |
The consumer price index (CPI) measures the rate at which prices of consumer goods and services change over time. It is used as a key indicator of economic performance, as well as in the setting of monetary and socio-economic policy such as indexation of wages and social security benefits, purchasing power parities and inflation measures. This manual contains methodological guidelines for statistical offices and other agencies responsible for constructing and calculating CPIs, and also examines underlying economic and statistical concepts involved. Topics covered include: expenditure weights, sampling, price collection, quality adjustment, sampling, price indices calculations, errors and bias, organisation and management, dissemination, index number theory, durables and user costs.
| Author | : Necmi K. Avkiran |
| Publisher | : Springer |
| Total Pages | : 243 |
| Release | : 2018-02-16 |
| Genre | : Business & Economics |
| ISBN | : 3319716913 |
This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.
| Author | : Sylvia J.T. Jansen |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 272 |
| Release | : 2011-05-12 |
| Genre | : Science |
| ISBN | : 9048188946 |
What are the current trends in housing? Is my planned project commercially viable? What should be my marketing and advertisement strategies? These are just some of the questions real estate agents, landlords and developers ask researchers to answer. But to find the answers, researchers are faced with a wide variety of methods that measure housing preferences and choices. To select and value a valid research method, one needs a well-structured overview of the methods that are used in housing preference and housing choice research. This comprehensive introduction to this field offers just such an overview. It discusses and compares numerous methods, detailing the potential limitation of each one, and it reaches beyond methodology, illustrating how thoughtful consideration of methods and techniques in research can help researchers and other professionals to deliver products and services that are more in line with residents’ needs.
