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This new edition of this classic title, now in its seventh edition, presents a balanced and comprehensive introduction to the theory, implementation, and practice of time series analysis. The book covers a wide range of topics, including ARIMA models, forecasting methods, spectral analysis, linear systems, state-space models, the Kalman filters, nonlinear models, volatility models, and multivariate
This new edition of this classic title, now in its seventh edition, presents a balanced and comprehensive introduction to the theory, implementation, and practice of time series analysis. The book covers a wide range of topics, including ARIMA models, forecasting methods, spectral analysis, linear
Providing students with an introduction to the fundamentals of analysis, this book continues to present the fundamental concepts of analysis in as painless a manner as possible. To achieve this aim, the second edition has made many improvements in
The History of English: An Introduction provides a chronological analysis of the linguistic, social, and cultural development of the English language from before its establishment in Britain around the year 450 to the present. Each chapter represents a new stage in the development of the language
The book provides an introduction to complex analysis for students with some familiarity with complex numbers from high school. Topics studied in the book include Julia sets and the Mandelbrot set, Dirichlet series and the prime number theorem, and the uniformization theorem for Riemann surfaces
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis
The second volume of this introduction into analysis deals with the integration theory of functions of one variable, the multidimensional differential calculus and the theory of curves and line integrals. The modern and clear development that started in Volume I is continued. In this way a
The 5th book in the No.1 New York Times bestselling series by Chris
In this new edition published by SAGE, An Introduction to Transactional Analysis introduces the theory and practice of Transactional Analysis (TA) which integrates cognitive behavioral and psychodynamic theories within a humanistic philosophy. While most TA books focus on one field, this approach
Literary Analysis: The Basics is an insightful introduction to analysing a wide range of literary forms. Providing a clear outline of the methodologies employed in twenty-first century literary analysis, it introduces readers to the genres, canons, terms, issues, critical approaches, and contexts
Divine Teaching: An Introduction to Christian Theology is an imaginative and lively analysis of the Christian way of thinking, offering vivid and informing insight into the history and practice of Christian theology. An innovative textbook offering a complete and dedicated guide to understanding
The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. Numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and
Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles. Using the R programming language, you'll first start to learn with regression modelling
Covering the general process of data analysis to finding, collecting, organizing, and presenting data, this book offers a complete introduction to the fundamentals of data analysis. Using real-world case studies as illustrations, it helps readers understand theories behind and develop techniques
The Philosophy of Education: An Introduction encourages the reader to actively engage with the philosophy of education and the carefully selected contributors bring the philosophy of education to life for the reader. Each chapter: focuses on a particular area of debate and explains the main
Adventure Education is a form of experiential learning typically associated with activities involving risk, from cooperative games such as raft building to high adventure activities such as rock climbing. Adventure Education: An Introduction provides a comprehensive introduction to the planning,
An outstanding introduction to discourse analysis of written language in an age that is more and more characterized by multilingual, digital, and generically hybrid texts. In an accessible style, Working with Written Discourse illustrates how these texts can be analyzed employing a wide variety of
A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts. The author shows how to prepare a data set for import in Mplus using SPSS. He explains how to
Masterfully blending thought provoking analysis with engrossing storytelling, The Art of Smart Football examines football's most innovative and enduring strategies and ideas, through the lens of the sport's best coaches and players. The Art of Smart Football is an eye-opening, fascinating and
At a time of radical shifts in power across the globe, the sixth edition of An Introduction to Political Communication examines the role of the media in the political process. Brian McNair reflects on the role of communication in key events such as the referendum vote for the UK's withdrawal from
Dynamics of Skill Acquisition, Second Edition, provides an analysis of the processes underlying human skill acquisition. As the first text to outline the multidisciplinary ecological dynamics framework for understanding movement behavior, this heavily updated edition stays on the cutting edge,
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years
This book is an introduction to stochastic analysis and quantitative finance; Stochastic Analysis for Finance with Simulations is designed for readers who want to have a deeper understanding of the delicate theory of quantitative finance by doing computer simulations in addition to theoretical
This unique textbook provides an introduction to statistical inference with network data. The authors present a self-contained derivation and mathematical formulation of methods, review examples, and real-world applications, as well as provide data and code in the R environment that can be
A clear and thorough introduction to meta-analysis, the process of synthesizing data from a series of separate studies. The first edition of this text was widely acclaimed for the clarity of the presentation, and quickly established itself as the definitive text in this field. The fully updated