Sentence examples for given time series data from inspiring English sources

We introduce a discrete Fourier transform technique which extracts more spectral information from a given time series data set than conventional discrete Fourier transform (DFT).

Multiplicative Decomposition: Here, the given time series data are treated as the product of the decomposed patterns.

Multiplicative Decomposition: Here, the given time series data are treated as the product of the decomposed patterns Xt = seasonal (St) (times) trend (Tt) (times) random.

In this paper we address the question how financial networks should be constructed from given time series data of the stock market.

The 'piccolo' algorithm 9 is an exhaustive search for the optimal combination of Fourier coefficients calculated by DFT from a given time series data.

Accordingly, periods corresponding to these Fourier coefficients are considered significant, and the given time series data judged to be periodic with periods corresponding to these Fourier coefficients.

The RSE between the time-courses, produced by inferred model, and the given time-series data, averaged smaller than 1% even subject to 10% observation noise level condition.

The aim is to infer the transcription function τ(t) and possibly other rate constants of the system given time-series data proportional to one or both variables of the system.

Given time series of gene expression data measured at n time points, D≔{ x(t 1),…, x(t n )}, our goal is to estimate a temporal sequence of networks G≔{𝒢(t 1),…, 𝒢(t n )} with each network for 1 time point.

In brief, for a given time series, multiple "coarse-graining" time series are constructed by averaging the data points within nonoverlapping windows of increasing length τ, where τ represents the scale factor.

Alternatively, given time-series ChIP data, one could include binding observations directly in the model.