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Author:
Publisher:
ISBN:
Category : Airports
Languages : en
Pages : 202
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Book Description
Author:
Publisher:
ISBN:
Category : Airports
Languages : en
Pages : 202
Get Book Here
Book Description
Author: Nina Golyandina
Publisher: Springer Nature
ISBN: 3662624362
Category : Mathematics
Languages : en
Pages : 156
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Book Description
This book gives an overview of singular spectrum analysis (SSA). SSA is a technique of time series analysis and forecasting combining elements of classical time series analysis, multivariate statistics, multivariate geometry, dynamical systems and signal processing. SSA is multi-purpose and naturally combines both model-free and parametric techniques, which makes it a very special and attractive methodology for solving a wide range of problems arising in diverse areas. Rapidly increasing number of novel applications of SSA is a consequence of the new fundamental research on SSA and the recent progress in computing and software engineering which made it possible to use SSA for very complicated tasks that were unthinkable twenty years ago. In this book, the methodology of SSA is concisely but at the same time comprehensively explained by two prominent statisticians with huge experience in SSA. The book offers a valuable resource for a very wide readership, including professional statisticians, specialists in signal and image processing, as well as specialists in numerous applied disciplines interested in using statistical methods for time series analysis, forecasting, signal and image processing. The second edition of the book contains many updates and some new material including a thorough discussion on the place of SSA among other methods and new sections on multivariate and multidimensional extensions of SSA.
Author: Nina Golyandina
Publisher: Springer
ISBN: 3662573806
Category : Mathematics
Languages : en
Pages : 284
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Book Description
This comprehensive and richly illustrated volume provides up-to-date material on Singular Spectrum Analysis (SSA). SSA is a well-known methodology for the analysis and forecasting of time series. Since quite recently, SSA is also being used to analyze digital images and other objects that are not necessarily of planar or rectangular form and may contain gaps. SSA is multi-purpose and naturally combines both model-free and parametric techniques, which makes it a very special and attractive methodology for solving a wide range of problems arising in diverse areas, most notably those associated with time series and digital images. An effective, comfortable and accessible implementation of SSA is provided by the R-package Rssa, which is available from CRAN and reviewed in this book. Written by prominent statisticians who have extensive experience with SSA, the book (a) presents the up-to-date SSA methodology, including multidimensional extensions, in language accessible to a large circle of users, (b) combines different versions of SSA into a single tool, (c) shows the diverse tasks that SSA can be used for, (d) formally describes the main SSA methods and algorithms, and (e) provides tutorials on the Rssa package and the use of SSA. The book offers a valuable resource for a very wide readership, including professional statisticians, specialists in signal and image processing, as well as specialists in numerous applied disciplines interested in using statistical methods for time series analysis, forecasting, signal and image processing. The book is written on a level accessible to a broad audience and includes a wealth of examples; hence it can also be used as a textbook for undergraduate and postgraduate courses on time series analysis and signal processing.
Author: World Bank
Publisher: World Bank Publications
ISBN: 1464816662
Category : Business & Economics
Languages : en
Pages : 339
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Book Description
The world economy is experiencing a very strong but uneven recovery, with many emerging market and developing economies facing obstacles to vaccination. The global outlook remains uncertain, with major risks around the path of the pandemic and the possibility of financial stress amid large debt loads. Policy makers face a difficult balancing act as they seek to nurture the recovery while safeguarding price stability and fiscal sustainability. A comprehensive set of policies will be required to promote a strong recovery that mitigates inequality and enhances environmental sustainability, ultimately putting economies on a path of green, resilient, and inclusive development. Prominent among the necessary policies are efforts to lower trade costs so that trade can once again become a robust engine of growth. This year marks the 30th anniversary of the Global Economic Prospects. The Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing economies, on a semiannual basis (in January and June). Each edition includes analytical pieces on topical policy challenges faced by these economies.
Author: Iain Christie
Publisher: World Bank Publications
ISBN: 1464801975
Category : Business & Economics
Languages : en
Pages : 325
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Book Description
This book presents how tourism initiates economic development and how constraints to the growth of tourism in Sub-Saharan Africa can be addressed. With 24 case studies that illustrate tourism development, it reveals that despite destination challenges, the basic elements needed to initialize or intensify success are applicable across the region.
Author: Larry W. DeWitt
Publisher: CQ Press
ISBN:
Category : Political Science
Languages : en
Pages : 584
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Book Description
A Documentary History tells the story of the creation and development of the U.S. Social Security program through primary source documents, from its antecendents and founding in 1935, to the controversial issues of the present. This unique reference presents the complex history of Social Security in an accessible volume that highlights the program's major moments and events.
Author: Alberto Troccoli
Publisher: Springer Science & Business Media
ISBN: 1402069928
Category : Science
Languages : en
Pages : 462
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Book Description
Originally formed around a set of lectures presented at a NATO Advanced Study Institute (ASI), this book has grown to become organised and presented rather more as a textbook than as a standard "collection of proceedings". This therefore is the first unified reference ‘textbook’ in seasonal to interannual climate predictions and their practical uses. Written by some of the world’s leading experts, the book covers a rapidly-developing science of prime social concern.
Author: International Monetary Fund. Research Dept.
Publisher: International Monetary Fund
ISBN: 1484348834
Category : Business & Economics
Languages : en
Pages : 657
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Book Description
Global growth is in low gear, and the drivers of activity are changing. These dynamics raise new policy challenges. Advanced economies are growing again but must continue financial sector repair, pursue fiscal consolidation, and spur job growth. Emerging market economies face the dual challenges of slowing growth and tighter global financial conditions. This issue of the World Economic Outlook examines the potential spillovers from these transitions and the appropriate policy responses. Chapter 3 explores how output comovements are influenced by policy and financial shocks, growth surprises, and other linkages. Chapter 4 assesses why certain emerging market economies were able to avoid the classical boom-and-bust cycle in the face of volatile capital flows during the global financial crisis.
Author: Martin Feldstein
Publisher: University of Chicago Press
ISBN: 0226241823
Category : Political Science
Languages : en
Pages : 484
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Book Description
This volume represents the most important work to date on one of the pressing policy issues of the moment: the privatization of social security. Although social security is facing enormous fiscal pressure in the face of an aging population, there has been relatively little published on the fundamentals of essential reform through privatization. Privatizing Social Security fills this void by studying the methods and problems involved in shifting from the current system to one based on mandatory saving in individual accounts. "Timely and important. . . . [Privatizing Social Security] presents a forceful case for a radical shift from the existing unfunded, pay-as-you-go single national program to a mandatory funded program with individual savings accounts. . . . An extensive analysis of how a privatized plan would work in the United States is supplemented with the experiences of five other countries that have privatized plans." —Library Journal "[A] high-powered collection of essays by top experts in the field."—Timothy Taylor, Public Interest
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309376882
Category : Medical
Languages : en
Pages : 397
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Book Description
Children living in poverty are more likely to have mental health problems, and their conditions are more likely to be severe. Of the approximately 1.3 million children who were recipients of Supplemental Security Income (SSI) disability benefits in 2013, about 50% were disabled primarily due to a mental disorder. An increase in the number of children who are recipients of SSI benefits due to mental disorders has been observed through several decades of the program beginning in 1985 and continuing through 2010. Nevertheless, less than 1% of children in the United States are recipients of SSI disability benefits for a mental disorder. At the request of the Social Security Administration, Mental Disorders and Disability Among Low-Income Children compares national trends in the number of children with mental disorders with the trends in the number of children receiving benefits from the SSI program, and describes the possible factors that may contribute to any differences between the two groups. This report provides an overview of the current status of the diagnosis and treatment of mental disorders, and the levels of impairment in the U.S. population under age 18. The report focuses on 6 mental disorders, chosen due to their prevalence and the severity of disability attributed to those disorders within the SSI disability program: attention-deficit/hyperactivity disorder, oppositional defiant disorder/conduct disorder, autism spectrum disorder, intellectual disability, learning disabilities, and mood disorders. While this report is not a comprehensive discussion of these disorders, Mental Disorders and Disability Among Low-Income Children provides the best currently available information regarding demographics, diagnosis, treatment, and expectations for the disorder time course - both the natural course and under treatment.
