Электронная книга: DeWayne Derryberry R. «Basic Data Analysis for Time Series with R»

Basic Data Analysis for Time Series with R

Written at a readily accessible level, Basic Data Analysis for Time Series with R emphasizes the mathematical importance of collaborative analysis of data used to collect increments of time or space. Balancing a theoretical and practical approach to analyzing data within the context of serial correlation, the book presents a coherent and systematic regression-based approach to model selection. The book illustrates these principles of model selection and model building through the use of information criteria, cross validation, hypothesis tests, and confidence intervals. Focusing on frequency- and time-domain and trigonometric regression as the primary themes, the book also includes modern topical coverage on Fourier series and Akaike's Information Criterion (AIC). In addition, Basic Data Analysis for Time Series with R also features: Real-world examples to provide readers with practical hands-on experience Multiple R software subroutines employed with graphical displays Numerous exercise sets intended to support readers understanding of the core concepts Specific chapters devoted to the analysis of the Wolf sunspot number data and the Vostok ice core data sets

Издательство: "John Wiley&Sons Limited"

ISBN: 9781118593370

электронная книга

Купить за 9188.33 руб и скачать на Litres

Другие книги схожей тематики:

АвторКнигаОписаниеГодЦенаТип книги
Ruey S. TsayAnalysis of Financial Time SeriesThis book provides a broad, mature, and systematic introduction to current financial econometric models and their applications to modeling and prediction of financial time series data. It utilizes… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
11707.11электронная книга
Katsuto TanakaTime Series Analysis. Nonstationary and Noninvertible Distribution TheoryReflects the developments and new directions in the field since the publication of the first successful edition and contains a complete set of problems and solutions This revised and expanded edition… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
10424.97электронная книга
Douglas Montgomery C.Introduction to Linear Regression AnalysisPraise for the Fourth Edition«As with previous editions, the authors have produced a leading textbook on regression.» —Journal of the American Statistical Association A comprehensive and up-to-date… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
11660.14электронная книга
Antonios Alexandridis K.Wavelet Neural Networks. With Applications in Financial Engineering, Chaos, and ClassificationA step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification presents the… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
7953.16электронная книга
Mateu JorgeSpatio-temporal Design. Advances in Efficient Data AcquisitionA state-of-the-art presentation of optimum spatio-temporal sampling design– bridging classic ideas with modern statistical modeling concepts and the latest computational methods. Spatio-temporal… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
9131.55электронная книга
Лексин В.Н.Муниципальная Россия. Социально-экономическая ситуация, право, статистика. Том 1Ученые-регионалисты В. Н. Лексин и А. Н. Швецов предлагают читателям свою очередную книгу в серии их публикаций "Региональная политика России. Концепции. Проблемы. Решения" . Настоящее пятитомное… — @URSS, @ @Труды Института системного анализа РАН @ @ Подробнее...2001
1084бумажная книга
В. Н. Лексин, А. Н. ШвецовМуниципальная Россия. Социально-экономическая ситуация, право, статистика. В 5 томах. Том 1Ученые-регионалисты В. Н. Лексин и А. Н. Швецов предлагают читателям свою очередную книгу в серии их публикаций`Региональная политика России. Концепции. Проблемы. Решения`. Настоящее пятитомное… — @Едиториал УРСС, @(формат: 70x100/16мм, 992 стр.) @Закат и падение Римской Империи. В семи томах @ @ Подробнее...2001
1402бумажная книга

См. также в других словарях:

  • Data modeling — The data modeling process. The figure illustrates the way data models are developed and used today. A conceptual data model is developed based on the data requirements for the application that is being developed, perhaps in the context of an… …   Wikipedia

  • Data Vault Modeling — is a database modeling method that is designed to provide historical storage of data coming in from multiple operational systems. It is also a method of looking at historical data that, apart from the modeling aspect, deals with issues such as… …   Wikipedia

  • Analysis — (from Greek ἀνάλυσις , a breaking up ) is the process of breaking a complex topic or substance into smaller parts to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle,… …   Wikipedia

  • analysis — /euh nal euh sis/, n., pl. analyses / seez /. 1. the separating of any material or abstract entity into its constituent elements (opposed to synthesis). 2. this process as a method of studying the nature of something or of determining its… …   Universalium

  • Data mining — Not to be confused with analytics, information extraction, or data analysis. Data mining (the analysis step of the knowledge discovery in databases process,[1] or KDD), a relatively young and interdisciplinary field of computer science[2][3] is… …   Wikipedia

  • Data compression — Source coding redirects here. For the term in computer programming, see Source code. In computer science and information theory, data compression, source coding or bit rate reduction is the process of encoding information using fewer bits than… …   Wikipedia

  • Analysis of clinical trials — Failure to include all participants in the analysis may bias the trial results. Most trials do not yield perfect data, however. Protocol violations may occur, such as when the patients do not receive the full intervention or the correct… …   Wikipedia

  • Time-scale calculus — In mathematics, time scale calculus is a unification of the theory of difference equations with that of differential equations, unifying integral and differential calculus with the calculus of finite differences, offering a formalism for studying …   Wikipedia

  • Data Encryption Standard — The Feistel function (F function) of DES General Designers IBM First publis …   Wikipedia

  • Intelligence analysis — This article deals with the intellectual process of analysis itself, as opposed to intelligence analysis management, which, in turn, is a subcomponent of intelligence cycle management. For a complete hierarchical list of articles in this series,… …   Wikipedia

  • Principal component analysis — PCA of a multivariate Gaussian distribution centered at (1,3) with a standard deviation of 3 in roughly the (0.878, 0.478) direction and of 1 in the orthogonal direction. The vectors shown are the eigenvectors of the covariance matrix scaled by… …   Wikipedia


Поделиться ссылкой на выделенное

Прямая ссылка:
Нажмите правой клавишей мыши и выберите «Копировать ссылку»