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Estimation Of Stochastic Input Output Models
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Book Synopsis Estimation of stochastic input-output models by : S.D. Gerking
Download or read book Estimation of stochastic input-output models written by S.D. Gerking and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is a revision of my Indiana University doctoral disserta tion which was completed in April, 1975. Thanks are, therefore, due to the members of my doctoral committee: Saul Pleeter (Chairman), David J. Behling, R. Jeffery Green, Richard L. Pfister, and Elmus Wicker for their helpful comments on previous versions of the manuscript. In addition, I am indebted to the Division of Research and to the Office of Research and Advanced Studies at Indiana University for financial support. As the reader will observe, the techniques developed in Chapters 3 and 4 of this monograph are illustrated using input-output data from West Virginia. These data were generously made available by William H. Miernyk, Director of the Regional Research Institute at West Virginia University. I also wish to acknowledge the Bureau of Business and Eco nomic Research at Arizona State University for providing two research assistants, Kevin A. Nosbisch and Tom R. Rex, who aided in processing the West Virginia data. A third research assistant, Phillip M. Cano, also worked on this project as part of an independent study program taken under my direction during the spring semester of 1975. Finally, I must thank Mary Holguin and Margaret Shumway who expertly typed the final copy of the manuscript. Despite the efforts of all the individuals mentioned above, I assume responsibility for any errors which may remain.
Book Synopsis Estimation of stochastic input-output models by : S. D. Gerking
Download or read book Estimation of stochastic input-output models written by S. D. Gerking and published by . This book was released on 1975 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Estimation of Stochastic Input-output Models by : Shelby Delos Gerking
Download or read book Estimation of Stochastic Input-output Models written by Shelby Delos Gerking and published by . This book was released on 1876 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Stochastic Modelling and Control by : Mark Davis
Download or read book Stochastic Modelling and Control written by Mark Davis and published by Springer Science & Business Media. This book was released on 2013-03-08 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide a unified treatment of input/output modelling and of control for discrete-time dynamical systems subject to random disturbances. The results presented are of wide applica bility in control engineering, operations research, econometric modelling and many other areas. There are two distinct approaches to mathematical modelling of physical systems: a direct analysis of the physical mechanisms that comprise the process, or a 'black box' approach based on analysis of input/output data. The second approach is adopted here, although of course the properties ofthe models we study, which within the limits of linearity are very general, are also relevant to the behaviour of systems represented by such models, however they are arrived at. The type of system we are interested in is a discrete-time or sampled-data system where the relation between input and output is (at least approximately) linear and where additive random dis turbances are also present, so that the behaviour of the system must be investigated by statistical methods. After a preliminary chapter summarizing elements of probability and linear system theory, we introduce in Chapter 2 some general linear stochastic models, both in input/output and state-space form. Chapter 3 concerns filtering theory: estimation of the state of a dynamical system from noisy observations. As well as being an important topic in its own right, filtering theory provides the link, via the so-called innovations representation, between input/output models (as identified by data analysis) and state-space models, as required for much contemporary control theory.
Download or read book Stochastic Systems written by P. R. Kumar and published by SIAM. This book was released on 2015-12-15 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its origins in the 1940s, the subject of decision making under uncertainty has grown into a diversified area with application in several branches of engineering and in those areas of the social sciences concerned with policy analysis and prescription. These approaches required a computing capacity too expensive for the time, until the ability to collect and process huge quantities of data engendered an explosion of work in the area. This book provides succinct and rigorous treatment of the foundations of stochastic control; a unified approach to filtering, estimation, prediction, and stochastic and adaptive control; and the conceptual framework necessary to understand current trends in stochastic control, data mining, machine learning, and robotics.
Book Synopsis Stochastic Models: Estimation and Control: by : Maybeck
Download or read book Stochastic Models: Estimation and Control: written by Maybeck and published by Academic Press. This book was released on 1982-08-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic Models: Estimation and Control: v. 2
Book Synopsis An Introduction to Stochastic Modeling by : Howard M. Taylor
Download or read book An Introduction to Stochastic Modeling written by Howard M. Taylor and published by Academic Press. This book was released on 2014-05-10 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Stochastic Modeling provides information pertinent to the standard concepts and methods of stochastic modeling. This book presents the rich diversity of applications of stochastic processes in the sciences. Organized into nine chapters, this book begins with an overview of diverse types of stochastic models, which predicts a set of possible outcomes weighed by their likelihoods or probabilities. This text then provides exercises in the applications of simple stochastic analysis to appropriate problems. Other chapters consider the study of general functions of independent, identically distributed, nonnegative random variables representing the successive intervals between renewals. This book discusses as well the numerous examples of Markov branching processes that arise naturally in various scientific disciplines. The final chapter deals with queueing models, which aid the design process by predicting system performance. This book is a valuable resource for students of engineering and management science. Engineers will also find this book useful.
Book Synopsis Exploratory and explanatory statistical analysis of spatial data by : C.P.A. Bartels
Download or read book Exploratory and explanatory statistical analysis of spatial data written by C.P.A. Bartels and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: In September 1977 a "Regional Science Symposium" was held at the Faculty of Economics of the University of Goningen in the Netherlands. The impetus in organizing this symposium was the recent estab lishmen t at the F acuIty of Economics of a group engaged in teaching and research within the field of regional science. The aim of the symposium was to familiarize university members with regional science and to introduce the new group to both the national and international scene. Two separate topics of potential interest to both researchers and policy-makers were selected. The first theme, spatial inequalities and regional development, was chosen because of its central place in regional science. Authors from several disciplines were asked to approach this theme from a general, policy-oriented point of view. This ensured the spotlighting of the various dimensions of spatial inequality and its implications for regional policy. The results of their efforts have been collected in a volume entitled Spatial Inequalities and Regional Development. The second theme focussed on spatial statistical analysis. This branch of statistics is a relatively new one. It is receiving growing attention from researchers in the field of applied regional science. The conference dealing with this topic concentrated on recent research results related to the use of appropriate statistical and econometric methods for analyzing spatial data. The papers con cerned have been collected in another volume, entitled Exploratory and Explanatory Statistical Analysis of Spatial Data.
Book Synopsis Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis by : György Terdik
Download or read book Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis written by György Terdik and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: The object of the present work is a systematic statistical analysis of bilinear processes in the frequency domain. The first two chapters are devoted to the basic theory of nonlinear functions of stationary Gaussian processes, Hermite polynomials, cumulants and higher order spectra, multiple Wiener-Itô integrals and finally chaotic Wiener-Itô spectral representation of subordinated processes. There are two chapters for general nonlinear time series problems.
Book Synopsis Stochastic Frontier Analysis by : Subal C. Kumbhakar
Download or read book Stochastic Frontier Analysis written by Subal C. Kumbhakar and published by Cambridge University Press. This book was released on 2003-03-10 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops econometric techniques for the estimation of production, cost and profit frontiers, and for the estimation of the technical and economic efficiency with which producers approach these frontiers. Since these frontiers envelop rather than intersect the data, and since the authors continue to maintain the traditional econometric belief in the presence of external forces contributing to random statistical noise, the work is titled Stochastic Frontier Analysis. Hb ISBN (2000): 0-521-48184-8
Book Synopsis Input-output Economics by : Thijs ten Raa
Download or read book Input-output Economics written by Thijs ten Raa and published by World Scientific. This book was released on 2010 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collects and unifies the author's and the co-authors' research papers on national accounting, input-output coefficients, economic theory, dynamic models, stochastic analysis, and performance analysis.
Book Synopsis Spatial Representation and Spatial Interaction by : I. Masser
Download or read book Spatial Representation and Spatial Interaction written by I. Masser and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years the development of spatial referencing techniques in com puter-based information systems has enormously increased the opportuni ties that exist for the treatment and presentation of both point and interaction data. The extent of this increase has drawn attention to the need for special aggregation and clustering procedures to be developed which enable data to be grouped in an efficient way for analytical pur poses with a minimum loss of detail. In the case of interaction data, economy of representation is particularly important as the analysis is further complicated by the two-way directionality that is inherent in each data set. Procedural rules of this kind are needed not only for descriptive analy sis and spatial accounting but also for hypothesis testing and the develop ment of operational models of spatial interaction. Yet the importance of spatial representation in this kind of research has only recently been fully understood. The first generation of urban development models that were developed in Europe and North America during the 1960's often treated matters of zoning system specification very casually, even though in some cases this imposed severe limits on the interpretation of their findings and it was not until the Centre for Environmental Studies/Cheshire project (Barras et al. , 1971) that a serious attempt was made to put forward general principles which could be used as guidelines in future work.
Book Synopsis Regional economic structure and environmental pollution by : B.E.M.G. Coupé
Download or read book Regional economic structure and environmental pollution written by B.E.M.G. Coupé and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Environmental problems, as far as they raise economic questions, even conflicting with pre-ecology economics, can be tackled in different ways. The way chosen by Bernard Coupe was not the French 'voie royale', -a Louis-XIV equivalent of a speedway - but the narrow path, con sisting in carefully implementing a simple but valid model. This model is amenable to many extensions, but it reveals the core of some economic-ecological problems: the search for acceptable solutions when one is confronted with a set of rather narrow constraints. A not uninteresting finding is that 'full-employment' solutions do seem to exist, though leading to different uses of the product made available. How such solutions are to be politically implemented is then a further stage of the reasoning, not taken up in this book. We spent, Bernard and I, many a well-filled hour in discussing the technicalities of the exercise: the consumption and investment functions, with their estimation problems, the treatment of the transportation sector, problems in geometric programming, et de quibusdam aliis. Especially when prefacing the final product, one is particularly pleased to be able to evoke the times past, but well spent. Bernard Coupe will certainly in the course of his development work in Africa, use the spirit and techniques of this approach. We can expect in the future some good reporting on this facet of his work too.
Book Synopsis Production systems and hierarchies of centres by : J. Gunnarsson
Download or read book Production systems and hierarchies of centres written by J. Gunnarsson and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Forecasting transportation impacts upon land use by : P.F. Wendt
Download or read book Forecasting transportation impacts upon land use written by P.F. Wendt and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea for this book had its origins in a series of working papers prepared for the Georgia Transportation Planning Land Use Model project. The book is not an official report on that project and does not necessarily reflect the views of the Georgia Department of Transportation. Mrs. Catherine Bennett, Systems Designer, assisted in the special run of the Georgia State Econometric Model in Chapter 2. Mr. Richard Burns and Miss Louise Shedd, research assistant!i, aided in data assembly and analysis for Chapters 3 and 5. The authors wish to express their particular thanks to Mrs. Dallas Gonzales, who provided editorial assistance, and to Mrs. Deborah Conklin, who typed the final manuscript. Table of contents PREFACE v LIST OF TABLES x LIST OF FIGURES xii 1. INTRODUCTION AND OVERVIEW PAUL F. WENDT Urban growth theories 1 Land use models 4 The Georgia transportation planning land use model 6 Employment and population submodel 7 Description of the Delphi technique 8 Housing and population submodel 9 Relationships between land use forecasting 10 Summary 12 2. NATIONAL AND REGIONAL ECONOMETRIC MODELS 16 JOHN B. LEGLER AND TERRY D. ROBERTSON Macro-econometric models 16 Problems in constructing regional econometric models 19 The Georgia model 20 Testing the Georgia model 22 Forecasts and applications of the Georgia model 25 An example of impact analysis using the Georgia state model 28 Summary 30 3. GROWTH AND CHANGE IN THE GEORGIA REGIONAL ECONOMIES 32 CHARLES F.
Book Synopsis Stochastic Systems for Engineers by : John A. Borrie
Download or read book Stochastic Systems for Engineers written by John A. Borrie and published by . This book was released on 1992 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained introduction to stochastic systems and an ordered presentation of techniques for computer modelling, filtering and control of these systems. The subject is developed with definition, formulae and explanations but without detailed mathematical proofs.
Book Synopsis Nonparametric Functional Estimation and Related Topics by : George Roussas
Download or read book Nonparametric Functional Estimation and Related Topics written by George Roussas and published by Springer Science & Business Media. This book was released on 1991-04-30 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: About three years ago, an idea was discussed among some colleagues in the Division of Statistics at the University of California, Davis, as to the possibility of holding an international conference, focusing exclusively on nonparametric curve estimation. The fruition of this idea came about with the enthusiastic support of this project by Luc Devroye of McGill University, Canada, and Peter Robinson of the London School of Economics, UK. The response of colleagues, contacted to ascertain interest in participation in such a conference, was gratifying and made the effort involved worthwhile. Devroye and Robinson, together with this editor and George Metakides of the University of Patras, Greece and of the European Economic Communities, Brussels, formed the International Organizing Committee for a two week long Advanced Study Institute (ASI) sponsored by the Scientific Affairs Division of the North Atlantic Treaty Organization (NATO). The ASI was held on the Greek Island of Spetses between July 29 and August 10, 1990. Nonparametric functional estimation is a central topic in statistics, with applications in numerous substantive fields in mathematics, natural and social sciences, engineering and medicine. While there has been interest in nonparametric functional estimation for many years, this has grown of late, owing to increasing availability of large data sets and the ability to process them by means of improved computing facilities, along with the ability to display the results by means of sophisticated graphical procedures.
