Author: Publisher:
ISBN:
Category : Airports
Languages : en
Pages : 202
Book Description
SSA Forecasts 2009
Author: Singular Spectrum Analysis for Time Series
Author: Nina GolyandinaPublisher: Springer Nature
ISBN: 3662624362
Category : Mathematics
Languages : en
Pages : 156
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.
Singular Spectrum Analysis with R
Author: Nina GolyandinaPublisher: Springer
ISBN: 3662573806
Category : Mathematics
Languages : en
Pages : 284
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.
The Retirement Earnings Test
Author: Global Economic Prospects, June 2021
Author: World BankPublisher: World Bank Publications
ISBN: 1464816662
Category : Business & Economics
Languages : en
Pages : 339
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.
Social Security
Author: Larry W. DeWittPublisher: CQ Press
ISBN:
Category : Political Science
Languages : en
Pages : 584
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.
Tourism in Africa
Author: Iain ChristiePublisher: World Bank Publications
ISBN: 1464801975
Category : Business & Economics
Languages : en
Pages : 325
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.
Seasonal Climate: Forecasting and Managing Risk
Author: Alberto TroccoliPublisher: Springer Science & Business Media
ISBN: 1402069928
Category : Science
Languages : en
Pages : 462
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.
Privatizing Social Security
Author: Martin FeldsteinPublisher: University of Chicago Press
ISBN: 0226241823
Category : Political Science
Languages : en
Pages : 484
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
Yes, Africa Can
Author: Punam Chuhan-PolePublisher: World Bank Publications
ISBN: 0821387456
Category : Business & Economics
Languages : en
Pages : 497
Book Description
Takes an in-depth look at twenty-six economic and social development successes in Sub-Saharan African countries, and addresses how these countries have overcome major developmental challenges.