Time Series Analysis

Known as: time line method 
There are two main goals of time series analysis: (a) identifying the nature of the phenomenon represented by the sequence of observations, and (b… (More)
National Institutes of Health

Papers overview

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Review
2015
Review
2015
Time series analysis of InSAR data has emerged as an important tool for monitoring and measuring the displacement of the Earth’s… (More)
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Review
2015
Review
2015
The recent increase in the number of microbial time series studies offers new insights into the stability and dynamics of… (More)
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Highly Cited
2010
Highly Cited
2010
This paper presents a new approach for analysing the structural properties of time series from complex systems. Starting from the… (More)
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Highly Cited
2006
Highly Cited
2006
Nonlinear time series analysis techniques have been proposed to detect changes in the electroencephalography dynamics prior to… (More)
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Highly Cited
2005
Highly Cited
2005
We describe a Bayesian estimation and inference procedure for fMRI time series based on the use of General Linear Models (GLMs… (More)
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Highly Cited
2001
Highly Cited
2001
Even in the absence of an experimental effect, functional magnetic resonance imaging (fMRI) time series generally demonstrate… (More)
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Highly Cited
2001
Highly Cited
2001
A novel time series analysis is presented to locate damage sources in a mechanical system, which is running in various… (More)
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Highly Cited
2001
Highly Cited
2001
SUMMARY A simulation smoother in state space time series analysis is a procedure for drawing samples from the conditional… (More)
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Highly Cited
1992
Highly Cited
1992
Methods based on periodic regression have been designed for the detection of periodic components in short, noisy, and… (More)
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Highly Cited
1985