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The Analysis of Time Series: An Introduction
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In this paper, simple descriptive techniques for time series estimation in the time domain forecasting stationary processes in the frequency domain spectral analysis bivariate processes linear systems state-space models and the Kalman filter non-linear models multivariate time series modelling some other topics.Abstract:
Simple descriptive techniques probability models for time series estimation in the time domain forecasting stationary processes in the frequency domain spectral analysis bivariate processes linear systems state-space models and the Kalman filter non-linear models multivariate time series modelling some other topics.read more
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Book ChapterDOI
Efficient indexing methods for probabilistic threshold queries over uncertain data
TL;DR: This paper develops two index structures and associated algorithms to efficiently answer Probabilistic Threshold Queries (PTQs), and establishes the difficulty of this problem by mapping one-dimensional intervals to a two-dimensional space, and shows that the problem of intervals indexing with probabilities is significantly harder than interval indexing which is considered a well-studied problem.
Journal ArticleDOI
CAR: Context-Aware Adaptive Routing for Delay-Tolerant Mobile Networks
Mirco Musolesi,Cecilia Mascolo +1 more
TL;DR: This paper presents the design, implementation and evaluation of the context-aware adaptive routing (CAR) protocol for delay tolerant unicast communication in intermittently connected mobile ad hoc networks and discusses the implementation of CAR over an opportunistic networking framework.
Journal ArticleDOI
Time-dependent spectral analysis of epidemiological time-series with wavelets.
Bernard Cazelles,Mario Chavez,Guillaume Constantin de Magny,Jean-François Guégan,Simon Hales +4 more
TL;DR: The basic properties of the wavelet approach are reviewed as an appropriate and elegant method for time-series analysis in epidemiological studies and the wave let decomposition offers several advantages that are discussed in this paper.
Journal ArticleDOI
Summer heat waves over western Europe 1880–2003, their relationship to large-scale forcings and predictability
Paul M. Della-Marta,Paul M. Della-Marta,Paul M. Della-Marta,Jürg Luterbacher,H von Weissenfluh,Elena Xoplaki,Manola Brunet,Heinz Wanner +7 more
TL;DR: In this article, the authors investigated the large-scale forcing and teleconnections between atmospheric circulation (SLP), sea surface temperatures (SSTs), precipitation and heat wave events over western Europe.
Journal ArticleDOI
Climate-driven changes in spring plankton dynamics and the sensitivity of shallow polymictic lakes to the North Atlantic Oscillation
Dieter Gerten,Rita Adrian +1 more
TL;DR: In a shallow and polymictic lake, marked changes in the dynamics of phytoplankton and in the timing of distinctive successional events in spring were observed during two recent decades as mentioned in this paper.