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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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Interannual fluctuations in primary production: Meteorological forcing at two subalpine lakes
TL;DR: In this article, meteorological factors are associated with most of the interannual variability in primary production at both Castle Lake, California and Lake Tahoe, California-Nevada (39”N, 12O”W).
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Temporal changes in a Chihuahuan Desert rodent community
James H. Brown,Edward J. Heske +1 more
TL;DR: Time series analysis of ten years of monthly census data used to assess the responses of both individual species and an entire community of rodents to a fluctuating desert environment suggests that several species responded similarly to long-term environmental variation.
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Time series analysis for psychological research: examining and forecasting change.
TL;DR: Different time series modeling techniques are surveyed that can address various topics of interest to psychological researchers, including describing the pattern of change in a variable, modeling seasonal effects, assessing the immediate and long-term impact of a salient event, and forecasting future values.
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Performance of pop-up satellite archival tags
Michael K. Musyl,Michael L. Domeier,Nicole Nasby-Lucas,Richard W. Brill,Lianne McNaughton,J. Y. Swimmer,M. S. Lutcavage,S. G. Wilson,B. Galuardi,J. B. Liddle +9 more
TL;DR: Pop-up satellite archival tags (PSATs) are used to chronicle or 'archive' the habitat preferences, horizontal and vertical movements, fishery interaction, and post-release mortality rates of a variety of pelagic animals as discussed by the authors.
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Trends in the average temperature in Finland, 1847–2013
Santtu Mikkonen,Marko Laine,Hanna M. Mäkelä,Hilppa Gregow,Heikki Tuomenvirta,M. Lahtinen,Ari Laaksonen,Ari Laaksonen +7 more
TL;DR: The change in the mean temperature in Finland is investigated with a dynamic linear model in order to define the sign and the magnitude of the trend in the temperature time series within the last 166 years as mentioned in this paper.