Robust and Multivariate Statistical Methods

Robust and Multivariate Statistical Methods
Author: Mengxi Yi
Publisher: Springer Nature
Total Pages: 500
Release: 2023-04-19
Genre: Mathematics
ISBN: 3031226879

This book presents recent developments in multivariate and robust statistical methods. Featuring contributions by leading experts in the field it covers various topics, including multivariate and high-dimensional methods, time series, graphical models, robust estimation, supervised learning and normal extremes. It will appeal to statistics and data science researchers, PhD students and practitioners who are interested in modern multivariate and robust statistics. The book is dedicated to David E. Tyler on the occasion of his pending retirement and also includes a review contribution on the popular Tyler’s shape matrix.

Here Comes the Change: The Role of Global and Domestic Factors in Post-Pandemic Inflation in Europe

Here Comes the Change: The Role of Global and Domestic Factors in Post-Pandemic Inflation in Europe
Author: Mahir Binici
Publisher: International Monetary Fund
Total Pages: 42
Release: 2022-12-09
Genre: Business & Economics
ISBN:

Global inflation has surged to 7.5 percent in August 2022, from an average of 2.1 percent in the decade preceding the COVID-19 pandemic, threatening to become an entrenched phenomenon. This paper disentangles the confluence of contributing factors to the post-pandemic rise in consumer price inflation, using monthly data and a battery of econometric methodologies covering a panel of 30 European countries over the period 2002-2022. We find that while global factors continue to shape inflation dynamics throughout Europe, country-specific factors, including monetary and fiscal policy responses to the crisis, have also gained greater prominence in determining consumer price inflation during the pandemic period. Coupled with increasing persistence in inflation, these structural shifts call for significant and an extended period of monetary tightening and fiscal realignment.

Time Series in High Dimension: the General Dynamic Factor Model

Time Series in High Dimension: the General Dynamic Factor Model
Author: Marc Hallin
Publisher: World Scientific Publishing Company
Total Pages: 764
Release: 2020-03-30
Genre: Business & Economics
ISBN: 9789813278004

Factor models have become the most successful tool in the analysis and forecasting of high-dimensional time series. This monograph provides an extensive account of the so-called General Dynamic Factor Model methods. The topics covered include: asymptotic representation problems, estimation, forecasting, identification of the number of factors, identification of structural shocks, volatility analysis, and applications to macroeconomic and financial data.

The Robust Maximum Principle

The Robust Maximum Principle
Author: Vladimir G. Boltyanski
Publisher: Springer Science & Business Media
Total Pages: 440
Release: 2011-11-06
Genre: Science
ISBN: 0817681523

Covering some of the key areas of optimal control theory (OCT), a rapidly expanding field, the authors use new methods to set out a version of OCT’s more refined ‘maximum principle.’ The results obtained have applications in production planning, reinsurance-dividend management, multi-model sliding mode control, and multi-model differential games. This book explores material that will be of great interest to post-graduate students, researchers, and practitioners in applied mathematics and engineering, particularly in the area of systems and control.

Control and Dynamic Systems V51: Robust Control System Techniques and Applications

Control and Dynamic Systems V51: Robust Control System Techniques and Applications
Author: C.T. Leonides
Publisher: Elsevier
Total Pages: 491
Release: 2012-12-02
Genre: Technology & Engineering
ISBN: 0323163068

Control and Dynamic Systems: Advances in Theory and Application, Volume 51: Robust Control System Techniques and Applications Part 2 of 2 discusses system robustness techniques. This volume presents a comprehensive treatment of robust system techniques in nonlinear, linear, and multilinear interval systems. It also covers techniques for dealing with system disturbances, system modeling approximations, and parameter uncertainties. This volume ends by reviewing robustness techniques for systems with structured state space uncertainty. This volume will be of great use as a reference source for mechanical and electrical engineers.

Robust Control of Linear Systems and Nonlinear Control

Robust Control of Linear Systems and Nonlinear Control
Author: M. A. Kaashoek
Publisher: Springer Science & Business Media
Total Pages: 657
Release: 2013-03-07
Genre: Science
ISBN: 1461244846

This volume is the second of the three volume publication containing the proceedings of the 1989 International Symposium on the Mathemat ical Theory of Networks and Systems (MTNS-89), which was held in Amsterdam, The Netherlands, June 19-23, 1989 The International Symposia MTNS focus attention on problems from system and control theory, circuit theory and signal processing, which, in general, require application of sophisticated mathematical tools, such as from function and operator theory, linear algebra and matrix theory, differential and algebraic geometry. The interaction between advanced mathematical methods and practical engineering problems of circuits, systems and control, which is typical for MTNS, turns out to be most effective and is, as these proceedings show, a continuing source of exciting advances. The second volume contains invited papers and a large selection of other symposium presentations in the vast area of robust and nonlinear control. Modern developments in robust control and H-infinity theory, for finite as well as for infinite dimensional systems, are presented. A large part of the volume is devoted to nonlinear control. Special atten tion is paid to problems in robotics. Also the general theory of nonlinear and infinite dimensional systems is discussed. A couple of papers deal with problems of stochastic control and filterina. vi Preface The titles of the two other volumes are: Realization and Modelling in System Theory (volume 1) and Signal Processing, Scattering and Operator Theory, and Numerical Methods (volume 3).