Spatial Microsimulation with R

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Author :
Publisher : CRC Press
ISBN 13 : 131536316X
Total Pages : 260 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Spatial Microsimulation with R by : Robin Lovelace

Download or read book Spatial Microsimulation with R written by Robin Lovelace and published by CRC Press. This book was released on 2017-09-07 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generate and Analyze Multi-Level Data Spatial microsimulation involves the generation, analysis, and modeling of individual-level data allocated to geographical zones. Spatial Microsimulation with R is the first practical book to illustrate this approach in a modern statistical programming language. Get Insight into Complex Behaviors The book progresses from the principles underlying population synthesis toward more complex issues such as household allocation and using the results of spatial microsimulation for agent-based modeling. This equips you with the skills needed to apply the techniques to real-world situations. The book demonstrates methods for population synthesis by combining individual and geographically aggregated datasets using the recent R packages ipfp and mipfp. This approach represents the "best of both worlds" in terms of spatial resolution and person-level detail, overcoming issues of data confidentiality and reproducibility. Implement the Methods on Your Own Data Full of reproducible examples using code and data, the book is suitable for students and applied researchers in health, economics, transport, geography, and other fields that require individual-level data allocated to small geographic zones. By explaining how to use tools for modeling phenomena that vary over space, the book enhances your knowledge of complex systems and empowers you to provide evidence-based policy guidance.

Social Science Microsimulation

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9783540615729
Total Pages : 492 pages
Book Rating : 4.6/5 (157 download)

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Book Synopsis Social Science Microsimulation by : Klaus G. Troitzsch

Download or read book Social Science Microsimulation written by Klaus G. Troitzsch and published by Springer Science & Business Media. This book was released on 1996-09-17 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives an overview of the state of the art in five different approaches to social science simulation on the individual level. The volume contains microanalytical simulation models designed for policy implementation and evaluation, multilevel simulation methods designed for detecting emergent phenomena, dynamical game theory applications, the use of cellular automata to explain the emergence of structure in social systems, and multi-agent models using the experience from distributed artificial intelligence applied to special phenomena. The book collects the results of an international conference which brought together social scientists and computer scientists both engaged in a wide range of simulation approaches for the first time.

Handbook of Microsimulation Modelling

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Author :
Publisher : Emerald Group Publishing
ISBN 13 : 1783505702
Total Pages : 360 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis Handbook of Microsimulation Modelling by :

Download or read book Handbook of Microsimulation Modelling written by and published by Emerald Group Publishing. This book was released on 2014-11-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsimulation Modelling involves the application of simulation methods to micro data for the purposes of evaluating the effectiveness and improving the design of public policy. The field has been applied to many different policies within both government and academia. This handbook describes and discusses the main issues within the field.

New Pathways in Microsimulation

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Author :
Publisher : Routledge
ISBN 13 : 1317088271
Total Pages : 344 pages
Book Rating : 4.3/5 (17 download)

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Book Synopsis New Pathways in Microsimulation by : Gijs Dekkers

Download or read book New Pathways in Microsimulation written by Gijs Dekkers and published by Routledge. This book was released on 2016-04-29 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsimulation as a modelling tool in social sciences has increased in importance over the last few decades. Once restricted to a handful of universities and government departments, as a scientific field it has achieved a new dynamism during the last decade. As computing power increases and data availability becomes more widespread, microsimulation models can be put to hitherto unprecedented uses. Edited by leading experts in the field, this book illustrates recent advances, methodologies and uses of socioeconomic microsimulation in social sciences around the world. It does so by analysing new grounds covered in microsimulation and exploring new applications in traditional fields. As such, the chapters - grouped into five sections: new methods and methodology; pensions; financial crisis and austerity measures; health; and poverty - present recent, innovative and challenging work in various fields that is not just relevant for those in that field, but that might also inspire scholars from the other disciplines to broaden their minds to new and exciting uses of this established methodology.

Transportation Statistics and Microsimulation

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Author :
Publisher : CRC Press
ISBN 13 : 143989454X
Total Pages : 360 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Transportation Statistics and Microsimulation by : Clifford Spiegelman

Download or read book Transportation Statistics and Microsimulation written by Clifford Spiegelman and published by CRC Press. This book was released on 2016-04-19 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: By discussing statistical concepts in the context of transportation planning and operations, Transportation Statistics and Microsimulation provides the necessary background for making informed transportation-related decisions. It explains the why behind standard methods and uses real-world transportation examples and problems to illustrate key conc

Spatial Microsimulation: A Reference Guide for Users

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9400746237
Total Pages : 272 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Spatial Microsimulation: A Reference Guide for Users by : Robert Tanton

Download or read book Spatial Microsimulation: A Reference Guide for Users written by Robert Tanton and published by Springer Science & Business Media. This book was released on 2012-11-13 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide on how to design, create and validate a spatial microsimulation model. These models are becoming more popular as academics and policy makers recognise the value of place in research and policy making. Recent spatial microsimulation models have been used to analyse health and social disadvantage for small areas; and to look at the effect of policy change for small areas. This provides a powerful analysis tool for researchers and policy makers. This book covers preparing the data for spatial microsimulation; a number of methods for both static and dynamic spatial microsimulation models; validation of the models to ensure the outputs are reasonable; and the future of spatial microsimulation. The book will be an essential handbook for any researcher or policy maker looking to design and create a spatial microsimulation model. This book will also be useful to those policy makers who are commissioning a spatial microsimulation model, or looking to commission work using a spatial microsimulation model, as it provides information on the different methods in a non-technical way.

Dynamic Microsimulation for Public Policy Analysis

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Author :
Publisher : Jinjing Li
ISBN 13 : 9086662269
Total Pages : 260 pages
Book Rating : 4.0/5 (866 download)

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Book Synopsis Dynamic Microsimulation for Public Policy Analysis by : Jinjing Li

Download or read book Dynamic Microsimulation for Public Policy Analysis written by Jinjing Li and published by Jinjing Li. This book was released on 2011 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Frontiers in Microsimulation Modelling

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Author :
Publisher : Routledge
ISBN 13 : 1351914928
Total Pages : 607 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis New Frontiers in Microsimulation Modelling by : Ann Harding

Download or read book New Frontiers in Microsimulation Modelling written by Ann Harding and published by Routledge. This book was released on 2017-10-19 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the past fifteen years, microsimulation models have become firmly established as vital tools for analysis of the distributional impact of changes in governmental programmes. Across Europe, the US, Canada and Australia, microsimulation models are used extensively to assess who are the winners and losers from proposed policy reforms; this is now expanding into new frontiers, both geographically and in terms of policy areas. With contributions from more than 60 international experts, this volume offers a comprehensive introduction to the state of microsimulation internationally, illustrating a wide range of new applications and approaches. It will be of relevance to government policy makers, social policy planners, economists and those concerned with predicting the impact of public policy change and to academics in a variety of disciplines, especially social and public policy, human geography, development studies and economics.

Small Area Estimation and Microsimulation Modeling

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Author :
Publisher : CRC Press
ISBN 13 : 1315354942
Total Pages : 456 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Small Area Estimation and Microsimulation Modeling by : Azizur Rahman

Download or read book Small Area Estimation and Microsimulation Modeling written by Azizur Rahman and published by CRC Press. This book was released on 2016-11-30 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Small Area Estimation and Microsimulation Modeling is the first practical handbook that comprehensively presents modern statistical SAE methods in the framework of ultramodern spatial microsimulation modeling while providing the novel approach of creating synthetic spatial microdata. Along with describing the necessary theories and their advantages and limitations, the authors illustrate the practical application of the techniques to a large number of substantive problems, including how to build up models, organize and link data, create synthetic microdata, conduct analyses, yield informative tables and graphs, and evaluate how the findings effectively support the decision making processes in government and non-government organizations. Features Covers both theoretical and applied aspects for real-world comparative research and regional statistics production Thoroughly explains how microsimulation modeling technology can be constructed using available datasets for reliable small area statistics Provides SAS codes that allow readers to utilize these latest technologies in their own work. This book is designed for advanced graduate students, academics, professionals and applied practitioners who are generally interested in small area estimation and/or microsimulation modeling and dealing with vital issues in social and behavioural sciences, applied economics and policy analysis, government and/or social statistics, health sciences, business, psychology, environmental and agriculture modeling, computational statistics and data simulation, spatial statistics, transport and urban planning, and geospatial modeling. Dr Azizur Rahman is a Senior Lecturer in Statistics and convenor of the Graduate Program in Applied Statistics at the Charles Sturt University, and an Adjunct Associate Professor of Public Health and Biostatistics at the University of Canberra. His research encompasses small area estimation, applied economics, microsimulation modeling, Bayesian inference and public health. He has more than 60 scholarly publications including two books. Dr. Rahman’s research is funded by the Australian Federal and State Governments, and he serves on a range of editorial boards including the International Journal of Microsimulation (IJM). Professor Ann Harding, AO is an Emeritus Professor of Applied Economics and Social Policy at the National Centre for Social and Economic Modelling (NATSEM) of the University of Canberra. She was the founder and inaugural Director of this world class Research Centre for more than sixteen years, and also a co-founder of the International Microsimulation Association (IMA) and served as the inaugural elected president of IMA from 2004 to 2011. She is a fellow of the Academy of the Social Sciences in Australia. She has more than 300 publications including several books in microsimulation modeling.

Simulation For The Social Scientist

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Author :
Publisher : McGraw-Hill Education (UK)
ISBN 13 : 0335216005
Total Pages : 309 pages
Book Rating : 4.3/5 (352 download)

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Book Synopsis Simulation For The Social Scientist by : Gilbert, Nigel

Download or read book Simulation For The Social Scientist written by Gilbert, Nigel and published by McGraw-Hill Education (UK). This book was released on 2005-02-01 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social sciences -- Simulation methods. Social interaction -- Computer simulation. Social sciences -- Mathematical models. (publisher)

Micro Simulation-models, Methods and Applications

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Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (255 download)

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Book Synopsis Micro Simulation-models, Methods and Applications by :

Download or read book Micro Simulation-models, Methods and Applications written by and published by . This book was released on 1980 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Microsimulation Population Projections with SAS

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Author :
Publisher : Springer Nature
ISBN 13 : 3030791114
Total Pages : 116 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Microsimulation Population Projections with SAS by : Guillaume Marois

Download or read book Microsimulation Population Projections with SAS written by Guillaume Marois and published by Springer Nature. This book was released on 2021 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides a step-by-step overview on how to build a microsimulation model with SAS. It shows how to convert an already existing multistate projection by age, sex, education and region into a microsimulation model. Two new dimensions are then added, either the labor force participation and the sector of activity, and/or some examples of outputs and alternative scenarios that would not be possible with standard demographic methods. The book also describes how to adapt the model for other countries or other purposes. It also provides details on how to extend and adapt the model for other purposes as well as other use of microsimulation with SAS. The book suggests codes that are easy to understand, so they can be replicated or adapted for other purposes. As such, this book provides a great resource for people with beginner to intermediate knowledge in SAS.

Micro-Simulation in Action

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Author :
Publisher : JAI Press Incorporated
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.X/5 (3 download)

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Book Synopsis Micro-Simulation in Action by : Olivier Bargain

Download or read book Micro-Simulation in Action written by Olivier Bargain and published by JAI Press Incorporated. This book was released on 2006-10-23 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsimulation allows computing the whole set of taxes and benefits of a country and the resulting budget constraint for each household of a representative dataset. This volume contains eight contributions aimed to advance policy analysis using the European tax-benefit micro-simulation model, EUROMOD.

Review of Micro-Simulation Models

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Author :
Publisher :
ISBN 13 :
Total Pages : 61 pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Review of Micro-Simulation Models by :

Download or read book Review of Micro-Simulation Models written by and published by . This book was released on 1999 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Micro Simulation--models, Methods, and Applications

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Author :
Publisher :
ISBN 13 :
Total Pages : 416 pages
Book Rating : 4.:/5 (37 download)

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Book Synopsis Micro Simulation--models, Methods, and Applications by : Industriens utredningsinstitut (Sweden)

Download or read book Micro Simulation--models, Methods, and Applications written by Industriens utredningsinstitut (Sweden) and published by . This book was released on 1980 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conference report on microsimulation econometric models and related forecasting techniques - reviews the us transactions, Swedish urban institute-yale and other models, describes their application to predicting household, business and entire economic system characteristics, demographic aspects and social indicators, etc., And assesses business cycles, unemployment, inflation and economic growth. Diagrams, flow charts, graphs, references and statistical tables. List of participants. Conference held in Stockholm 1977 September 19 to 22.

Stochastic Transport in Complex Systems

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Author :
Publisher : Elsevier
ISBN 13 : 0080560520
Total Pages : 585 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Stochastic Transport in Complex Systems by : Andreas Schadschneider

Download or read book Stochastic Transport in Complex Systems written by Andreas Schadschneider and published by Elsevier. This book was released on 2010-10-01 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first part of the book provides a pedagogical introduction to the physics of complex systems driven far from equilibrium. In this part we discuss the basic concepts and theoretical techniques which are commonly used to study classical stochastic transport in systems of interacting driven particles. The analytical techniques include mean-field theories, matrix product ansatz, renormalization group, etc. and the numerical methods are mostly based on computer simulations. In the second part of the book these concepts and techniques are applied not only to vehicular traffic but also to transport and traffic-like phenomena in living systems ranging from collective movements of social insects (for example, ants) on trails to intracellular molecular motor transport. These demonstrate the conceptual unity of the fundamental principles underlying the apparent diversity of the systems and the utility of the theoretical toolbox of non-equilibrium statistical mechanics in interdisciplinary research far beyond the traditional disciplinary boundaries of physics. Leading industry experts provide a broad overview of the interdisciplinary nature of physics Presents unified descriptions of intracellular, ant, and vehicular traffic from a physics point of view Applies theoretical methods in practical everyday situations Reference and guide for physicists, engineers and graduate students

Small Area Estimation and Microsimulation Modeling

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Author :
Publisher : CRC Press
ISBN 13 : 1482260735
Total Pages : 522 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Small Area Estimation and Microsimulation Modeling by : Azizur Rahman

Download or read book Small Area Estimation and Microsimulation Modeling written by Azizur Rahman and published by CRC Press. This book was released on 2016-11-30 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Small Area Estimation and Microsimulation Modeling is the first practical handbook that comprehensively presents modern statistical SAE methods in the framework of ultramodern spatial microsimulation modeling while providing the novel approach of creating synthetic spatial microdata. Along with describing the necessary theories and their advantages and limitations, the authors illustrate the practical application of the techniques to a large number of substantive problems, including how to build up models, organize and link data, create synthetic microdata, conduct analyses, yield informative tables and graphs, and evaluate how the findings effectively support the decision making processes in government and non-government organizations. Features Covers both theoretical and applied aspects for real-world comparative research and regional statistics production Thoroughly explains how microsimulation modeling technology can be constructed using available datasets for reliable small area statistics Provides SAS codes that allow readers to utilize these latest technologies in their own work. This book is designed for advanced graduate students, academics, professionals and applied practitioners who are generally interested in small area estimation and/or microsimulation modeling and dealing with vital issues in social and behavioural sciences, applied economics and policy analysis, government and/or social statistics, health sciences, business, psychology, environmental and agriculture modeling, computational statistics and data simulation, spatial statistics, transport and urban planning, and geospatial modeling. Dr Azizur Rahman is a Senior Lecturer in Statistics and convenor of the Graduate Program in Applied Statistics at the Charles Sturt University, and an Adjunct Associate Professor of Public Health and Biostatistics at the University of Canberra. His research encompasses small area estimation, applied economics, microsimulation modeling, Bayesian inference and public health. He has more than 60 scholarly publications including two books. Dr. Rahman’s research is funded by the Australian Federal and State Governments, and he serves on a range of editorial boards including the International Journal of Microsimulation (IJM). Professor Ann Harding, AO is an Emeritus Professor of Applied Economics and Social Policy at the National Centre for Social and Economic Modelling (NATSEM) of the University of Canberra. She was the founder and inaugural Director of this world class Research Centre for more than sixteen years, and also a co-founder of the International Microsimulation Association (IMA) and served as the inaugural elected president of IMA from 2004 to 2011. She is a fellow of the Academy of the Social Sciences in Australia. She has more than 300 publications including several books in microsimulation modeling.