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Author : Jochen A. Jungeilges
Publisher : LIT Verlag Münster
ISBN 13 :
Total Pages : 276 pages
Book Rating : 4.X/5 (2 download)
Download or read book The Robustness of Model Selection Rules written by Jochen A. Jungeilges and published by LIT Verlag Münster. This book was released on 1992 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Lars Peter Hansen
Publisher : Princeton University Press
ISBN 13 : 0691170975
Total Pages : 453 pages
Book Rating : 4.6/5 (911 download)
Download or read book Robustness written by Lars Peter Hansen and published by Princeton University Press. This book was released on 2016-06-28 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: The standard theory of decision making under uncertainty advises the decision maker to form a statistical model linking outcomes to decisions and then to choose the optimal distribution of outcomes. This assumes that the decision maker trusts the model completely. But what should a decision maker do if the model cannot be trusted? Lars Hansen and Thomas Sargent, two leading macroeconomists, push the field forward as they set about answering this question. They adapt robust control techniques and apply them to economics. By using this theory to let decision makers acknowledge misspecification in economic modeling, the authors develop applications to a variety of problems in dynamic macroeconomics. Technical, rigorous, and self-contained, this book will be useful for macroeconomists who seek to improve the robustness of decision-making processes.
Author : Eric Neumayer
Publisher : Cambridge University Press
ISBN 13 : 1108415393
Total Pages : 269 pages
Book Rating : 4.1/5 (84 download)
Download or read book Robustness Tests for Quantitative Research written by Eric Neumayer and published by Cambridge University Press. This book was released on 2017-08-17 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly accessible book presents robustness testing as the methodology for conducting quantitative analyses in the presence of model uncertainty.
Author : Robert L. Launer
Publisher :
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.:/5 (319 download)
Download or read book Robustness in Statistics written by Robert L. Launer and published by . This book was released on 1979 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to robust estimation; The robustness of residual displays; Robust smoothing; Robust pitman-like estimators; Robust estimation in the presence of outliers; Study of robustness by simulation: particularly improvement by adjustment and combination; Robust techniques for the user; Application of robust regression to trajectory data reduction; Tests for censoring of extreme values (especially) when population distributions are incompletely defined; Robust estimation for time series autoregressions; Robust techniques in communication; Robustness in the strategy of scientific model building; A density-quantile function perspective on robust.
Author : Walter Daelemans
Publisher : Springer Science & Business Media
ISBN 13 : 354087478X
Total Pages : 714 pages
Book Rating : 4.5/5 (48 download)
Download or read book Machine Learning and Knowledge Discovery in Databases written by Walter Daelemans and published by Springer Science & Business Media. This book was released on 2008-09-04 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2008, held in Antwerp, Belgium, in September 2008. The 100 papers presented in two volumes, together with 5 invited talks, were carefully reviewed and selected from 521 submissions. In addition to the regular papers the volume contains 14 abstracts of papers appearing in full version in the Machine Learning Journal and the Knowledge Discovery and Databases Journal of Springer. The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. The topics addressed are application of machine learning and data mining methods to real-world problems, particularly exploratory research that describes novel learning and mining tasks and applications requiring non-standard techniques.
Author : Eric Neumayer
Publisher : Cambridge University Press
ISBN 13 : 1108247547
Total Pages : 269 pages
Book Rating : 4.1/5 (82 download)
Download or read book Robustness Tests for Quantitative Research written by Eric Neumayer and published by Cambridge University Press. This book was released on 2017-08-11 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The uncertainty that researchers face in specifying their estimation model threatens the validity of their inferences. In regression analyses of observational data, the 'true model' remains unknown, and researchers face a choice between plausible alternative specifications. Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types of robustness tests. Focusing on each dimension of model uncertainty in separate chapters, the authors provide a systematic overview of existing tests and develop many new ones. Whether it be uncertainty about the population or sample, measurement, the set of explanatory variables and their functional form, causal or temporal heterogeneity, or effect dynamics or spatial dependence, this book provides guidance and offers tests that researchers from across the social sciences can employ in their own research.
Author : Robert L. Launer
Publisher : Academic Press
ISBN 13 : 1483263363
Total Pages : 313 pages
Book Rating : 4.4/5 (832 download)
Download or read book Robustness in Statistics written by Robert L. Launer and published by Academic Press. This book was released on 2014-05-12 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robustness in Statistics contains the proceedings of a Workshop on Robustness in Statistics held on April 11-12, 1978, at the Army Research Office in Research Triangle Park, North Carolina. The papers review the state of the art in statistical robustness and cover topics ranging from robust estimation to the robustness of residual displays and robust smoothing. The application of robust regression to trajectory data reduction is also discussed. Comprised of 14 chapters, this book begins with an introduction to robust estimation, paying particular attention to iteration schemes and error structure of estimators. Sensitivity and influence curves as well as their connection with jackknife estimates are described. The reader is then introduced to a simple analog of trimmed means that can be used for studying residuals from a robust point-of-view; a class of robust estimators (called P-estimators) based on the location and scale-invariant Pitman estimators of location; and robust estimation in the presence of outliers. Subsequent chapters deal with robust regression and its use to reduce trajectory data; tests for censoring of extreme values, especially when population distributions are incompletely defined; and robust estimation for time series autoregressions. This monograph should be of interest to mathematicians and statisticians.
Author : Sez Atamturktur
Publisher : Springer
ISBN 13 : 3319297546
Total Pages : 366 pages
Book Rating : 4.3/5 (192 download)
Download or read book Model Validation and Uncertainty Quantification, Volume 3 written by Sez Atamturktur and published by Springer. This book was released on 2016-06-27 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Model Validation and Uncertainty Quantifi cation, Volume 3. Proceedings of the 34th IMAC, A Conference and Exposition on Dynamics of Multiphysical Systems: From Active Materials to Vibroacoustics, 2016, the third volume of ten from the Conference brings together contributions to this important area of research and engineering. Th e collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: • Uncertainty Quantifi cation & Model Validation • Uncertainty Propagation in Structural Dynamics • Bayesian & Markov Chain Monte Carlo Methods • Practical Applications of MVUQ • Advances in MVUQ & Model Updating • Robustness in Design & Validation • Verifi cation & Validation Methods
Author : Léna Soler
Publisher : Springer Science & Business Media
ISBN 13 : 9400727585
Total Pages : 377 pages
Book Rating : 4.4/5 (7 download)
Download or read book Characterizing the Robustness of Science written by Léna Soler and published by Springer Science & Business Media. This book was released on 2012-03-23 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mature sciences have been long been characterized in terms of the “successfulness”, “reliability” or “trustworthiness” of their theoretical, experimental or technical accomplishments. Today many philosophers of science talk of “robustness”, often without specifying in a precise way the meaning of this term. This lack of clarity is the cause of frequent misunderstandings, since all these notions, and that of robustness in particular, are connected to fundamental issues, which concern nothing less than the very nature of science and its specificity with respect to other human practices, the nature of rationality and of scientific progress; and science’s claim to be a truth-conducive activity. This book offers for the first time a comprehensive analysis of the problem of robustness, and in general, that of the reliability of science, based on several detailed case studies and on philosophical essays inspired by the so-called practical turn in philosophy of science.
Author : Panos Kouvelis
Publisher : Springer Science & Business Media
ISBN 13 : 1475726201
Total Pages : 373 pages
Book Rating : 4.4/5 (757 download)
Download or read book Robust Discrete Optimization and Its Applications written by Panos Kouvelis and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with decision making in environments of significant data un certainty, with particular emphasis on operations and production management applications. For such environments, we suggest the use of the robustness ap proach to decision making, which assumes inadequate knowledge of the decision maker about the random state of nature and develops a decision that hedges against the worst contingency that may arise. The main motivating factors for a decision maker to use the robustness approach are: • It does not ignore uncertainty and takes a proactive step in response to the fact that forecasted values of uncertain parameters will not occur in most environments; • It applies to decisions of unique, non-repetitive nature, which are common in many fast and dynamically changing environments; • It accounts for the risk averse nature of decision makers; and • It recognizes that even though decision environments are fraught with data uncertainties, decisions are evaluated ex post with the realized data. For all of the above reasons, robust decisions are dear to the heart of opera tional decision makers. This book takes a giant first step in presenting decision support tools and solution methods for generating robust decisions in a variety of interesting application environments. Robust Discrete Optimization is a comprehensive mathematical programming framework for robust decision making.
Author : Emek Basker
Publisher : Edward Elgar Publishing
ISBN 13 : 1783477385
Total Pages : 513 pages
Book Rating : 4.7/5 (834 download)
Download or read book Handbook on the Economics of Retailing and Distribution written by Emek Basker and published by Edward Elgar Publishing. This book was released on 2016-01-29 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook explores and critically examines current research in economics and marketing science on key issues in retailing and distribution. Providing a rich perspective for the discussion of public policy, contributions from several disciplines and continents range from the history of chains and the impact of multinational retailers on international trade patterns to US merger policy in the retail context, the rise of the Internet, and consumer-to-consumer sales. The chapters address methodological issues such as the structural estimation of entry games between retailers, productivity measurement when both inputs and output are not fully observable, and demand estimation with variable assortment. Policy issues explored include mergers, zoning, and the regulation of buyer power, while other chapters address some of the recent exciting developments in technology, retail formats, and data availability. The book goes on to study the changes in online retailing and ‘big data’, and to examine competition in specific retail sectors including gasoline stations, automobile dealerships, supermarkets, and ‘big box’ retail. This state-of-the-art Handbook is an essential reference for students and academics of economics and marketing science, and offers an outsider’s perspective to specialists in operations research, data analytics, geography, and sociology.
Author : Todd Simmermacher
Publisher : Springer Science & Business Media
ISBN 13 : 1461465648
Total Pages : 264 pages
Book Rating : 4.4/5 (614 download)
Download or read book Topics in Model Validation and Uncertainty Quantification, Volume 5 written by Todd Simmermacher and published by Springer Science & Business Media. This book was released on 2013-05-30 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topics in Model Validation and Uncertainty Quantification, Volume : Proceedings of the 31st IMAC, A Conference and Exposition on Structural Dynamics, 2013, the fifth volume of seven from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Uncertainty Quantification & Propagation in Structural Dynamics Robustness to Lack of Knowledge in Design Model Validation
Author : Jan Camenisch
Publisher : Springer Science & Business Media
ISBN 13 : 3540741232
Total Pages : 396 pages
Book Rating : 4.5/5 (47 download)
Download or read book Information Hiding written by Jan Camenisch and published by Springer Science & Business Media. This book was released on 2007-09-18 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings contain the 25 papers that were accepted for presentation at the Eighth Information Hiding Conference, held July 10-12, 2006 in Old Town Alexandria, Virginia. The paperswere selectedby the ProgramCommittee from more than 70 submissions on the basis of their novelty, originality, and scienti?c merit. We aregratefulto allauthorswho submitted their workforconsideration. The papers were divided into ten sessions [Watermarking, Information Hiding and Networking, Data Hiding in Unusual Content (2 sessions), Fundamentals, Software Protection, Steganalysis, Steganography (2 sessions), and Subliminal Channels], showing the breadth of research in the?eld. This year was an imp- tant one in the history of the IHW: "Workshop" was dropped from the name to show that the?eld has matured andthat the conference has become the premier venue for the dissemination of new results. The conference employed a double-blind reviewing process. Each paper was examined by at least three reviewers. Papers submitted by ProgramCommittee members were held to a higher standard. We relied on the advice of outside colleagues and would like to extend our thanks for their contribution to the paper selection process and their dedication to excellence in research.
Author : Jos L. Balc Zar
Publisher :
ISBN 13 : 9783642158841
Total Pages : 0 pages
Book Rating : 4.1/5 (588 download)
Download or read book Machine Learning and Knowledge Discovery in Databases written by Jos L. Balc Zar and published by . This book was released on 2011-03-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Francesc J. Ferri
Publisher : Springer Science & Business Media
ISBN 13 : 3540679464
Total Pages : 918 pages
Book Rating : 4.5/5 (46 download)
Download or read book Advances in Pattern Recognition written by Francesc J. Ferri and published by Springer Science & Business Media. This book was released on 2000-08-23 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint refereed proceedings of the 8th International Workshop on Structural and Syntactic Pattern Recognition and the 3rd International Workshop on Statistical Techniques in Pattern Recognition, SSPR 2000 and SPR 2000, held in Alicante, Spain in August/September 2000. The 52 revised full papers presented together with five invited papers and 35 posters were carefully reviewed and selected from a total of 130 submissions. The book offers topical sections on hybrid and combined methods, document image analysis, grammar and language methods, structural matching, graph-based methods, shape analysis, clustering and density estimation, object recognition, general methodology, and feature extraction and selection.
Author : Cem Işık
Publisher : Frontiers Media SA
ISBN 13 : 2832514340
Total Pages : 624 pages
Book Rating : 4.8/5 (325 download)
Download or read book Economic development, social consequences, and technological innovation under climate change covid-19 pandemic conditions written by Cem Işık and published by Frontiers Media SA. This book was released on 2023-02-10 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Cenk Undey
Publisher : CRC Press
ISBN 13 : 1439829462
Total Pages : 327 pages
Book Rating : 4.4/5 (398 download)
Download or read book PAT Applied in Biopharmaceutical Process Development And Manufacturing written by Cenk Undey and published by CRC Press. This book was released on 2011-12-07 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: As with all of pharmaceutical production, the regulatory environment for the production of therapeutics has been changing as a direct result of the US FDA-initiated Quality by Design (QbD) guidelines and corresponding activities of the International Committee for Harmonization (ICH). Given the rapid growth in the biopharmaceutical area and the comp
