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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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Journal ArticleDOI
Impact of climate on eel populations of the Northern Hemisphere
Sylvain Bonhommeau,Emmanuel Chassot,Benjamin Planque,Etienne Rivot,Anthony H. Knap,Olivier Le Pape +5 more
TL;DR: Evidence that the survival of eel larvae is strongly correlated to food availability during their early life stages is provided, suggesting that changes in the marine production related to global warming may have led to the decline of European, American and Japanese eel populations.
Proceedings ArticleDOI
Robust Online Time Series Prediction with Recurrent Neural Networks
TL;DR: The local features of time series are explored to automatically weight the gradients of the loss of the newly available observations with distributional properties of the data in real time to forecast streaming time series in the presence of anomalies and change points.
Journal ArticleDOI
Habitat heterogeneity affects population growth in goshawk Accipiter gentilis
Oliver Krüger,Jan Lindström +1 more
TL;DR: Using time-series modelling, it was shown that the most parsimonious model explaining per capita population growth rate included annual mean habitat quality, weather during the chick rearing and autumn period and density as variables and provided further support for the idea of site-dependent population regulation in goshawk.
Journal ArticleDOI
Variability of the Tropical Ocean Surface Temperatures at Decadal–Multidecadal Timescales. Part I: The Atlantic Ocean
TL;DR: In this article, the tropical Atlantic SST variations were compared with decadal variations in a 74-yr-long (1912-85) north Nordeste Brazil rainfall time series and a 106-yrlong (1886-1991) tropical Atlantic cyclone activity index time series.
Journal ArticleDOI
Orbitally induced limestone/marlstone rhythms in the Albian—Cenomanian Cismon section (Venetian region, northern Italy): Sedimentology, calcareous and siliceous plankton distribution, elemental and isotope geochemistry
Adriana Bellanca,Michele Claps,Elisabetta Erba,Daniele Masetti,Rodolfo Neri,I. Premoli Silva,F. Venezia +6 more
TL;DR: In this article, a multidisciplinary study of the upper Albian-Cenomanian portion of the Cismon section (Venetian region, northern Italy) was undertaken in order to characterize the cyclic alternations of carbonate-rich and carbonatepoor layers and to investigate their possible origin and cyclic patterns.