Spectral Analysis of Time Series Data

Analysis of Time Series Structure: SSA and related techniques by Vladimir Nekrutkin

Analysis of Time Series Structure: SSA and related techniques by Vladimir Nekrutkin
English | Jan 23, 2001 | ISBN: 1584881941 | 309 Pages | PDF | 4 MB

Over the last 15 years, singular spectrum analysis (SSA) has proven very successful. It has already become a standard tool in climatic and meteorological time series analysis and well known in nonlinear physics and signal processing.
Fourier Analysis of Time Series: An Introduction, 2nd edition (Repost)

Peter Bloomfield, "Fourier Analysis of Time Series: An Introduction, 2nd edition"
English | 2000 | ISBN: 0471889482 | 288 pages | PDF | 3,2 MB
Fourier Analysis of Time Series: An Introduction, 2nd edition (repost)

Peter Bloomfield, "Fourier Analysis of Time Series: An Introduction, 2nd edition"
2000 | ISBN: 0471889482 | 288 pages | PDF | 3,2 MB

The Analysis of Time Series: An Introduction, Fifth Edition  eBooks & eLearning

Posted by lenami at Oct. 24, 2010
The Analysis of Time Series: An Introduction, Fifth Edition

The Analysis of Time Series: An Introduction, Fifth Edition
Publisher: Chapman & Hall | ISBN: 0412716402 | edition 1996 | PDF | 304 pages | 12 mb

"As an introduction to techniques for analyzing discrete time series, this textbook explains probability models, the spectral density function, time-invariant linear systems, state-space models, nonlinear models, and multivariate time series models."-"Book News, Inc."
This tidy book is a highly readable, introductory survey to the topic of modern time series analysis. It excels in its ability to focus on the more intuitive aspects of analysis and model identification. The discussion of both time- and frequency-domain approaches is reasonably balanced, and Kalman filtering is also introduced.
Representation Discovery using Harmonic Analysis (Repost)

Representation Discovery using Harmonic Analysis
Publisher: Morgan and Claypool Publishers | ISBN: 1598296590 | edition 2008 | PDF | 160 pages | 5,1 mb

Representations are at the heart of artificial intelligence (AI). This book is devoted to the problem of representation discovery: how can an intelligent system construct representations from its experience? Representation discovery re-parameterizes the state space - prior to the application of information retrieval, machine learning, or optimization techniques - facilitating later inference processes by constructing new task-specific bases adapted to the state space geometry. This book presents a general approach to representation discovery using the framework of harmonic analysis, in particular Fourier and wavelet analysis. Biometric compression methods, the compact disc, the computerized axial tomography (CAT) scanner in medicine, JPEG compression, and spectral analysis of time-series data are among the many applications of classical Fourier and wavelet analysis.

Basic Data Analysis for Time Series with R  eBooks & eLearning

Posted by roxul at June 15, 2016
Basic Data Analysis for Time Series with R

DeWayne R. Derryberry, "Basic Data Analysis for Time Series with R"
English | ISBN: 1118422546 | 2014 | 320 pages | PDF | 7 MB

Compression-Based Methods of Statistical Analysis and Prediction of Time Series  eBooks & eLearning

Posted by Underaglassmoon at May 25, 2016
Compression-Based Methods of Statistical Analysis and Prediction of Time Series

Compression-Based Methods of Statistical Analysis and Prediction of Time Series
Springer | Security and Cryptology | June 20, 2016 | ISBN-10: 3319322516 | 145 pages | pdf | 2.51 mb

Authors: Ryabko, Boris, Astola, Jaakko, Malyutov, Mikhail
Useful for researchers and graduate students in information theory, coding, cryptography, statistics, and computational linguistics
Topics of foundational interest
Describes applications such as attacks on block ciphers and authorship attribution
The Foundations of Modern Time Series Analysis [Repost]

The Foundations of Modern Time Series Analysis By Professor Terence C. Mills
2011 | 480 Pages | ISBN: 0230290183 | PDF | 3 MB

This book is the first to develop the analysis of time series from its formal beginnings in the 1890s through to the publication of Box and Jenkins' watershed publication, Time Series Analysis; Forecasting and Control, in 1970, showing how these methods laid the foundations for the modern techniques of time series analysis that are in use today.

Time Series Data Analysis Using EViews (repost)  

Posted by libr at Oct. 25, 2015
Time Series Data Analysis Using EViews (repost)

I. Gusti Ngurah Agung "Time Series Data Analysis Using EViews"
English | 2008-10-31 | ISBN: 0470823674 | 320 pages | PDF | 19 MB
Quantum Probability and Spectral Analysis of Graphs by Nobuaki Obata [Repost]

Quantum Probability and Spectral Analysis of Graphs by Nobuaki Obata
English | June 11, 2007 | ISBN: 3540488626 | 382 Pages | PDF | 7 MB

This is the first book to comprehensively cover quantum probabilistic approaches to spectral analysis of graphs, an approach developed by the authors. The book functions as a concise introduction to quantum probability from an algebraic aspect. Here readers will learn several powerful methods and techniques of wide applicability, recently developed under the name of quantum probability.