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Reference [25] developed robust version of local linear regression smoothers for stationary time series sequence.
This behaviour is characteristic of the Boltzmann's model, once two spring elements are localized in a series sequence.
The authors of [23 25] developed robust version estimators of regression function for stationary time series sequence under independent data and dependent data, respectively.
For the given time series sequence ( left{ {left. {x_{0},x_{1},x_{2}, ldots,x_{t}, ldots,x_{n} } right}} right. ) the mutual information illustrate the amount of information about the state ( x_{t + tau } ) if the state of ( x_{t} ) is known.
Many other series, sequence, continued fraction, and infinite product representations of have been developed.
Here we apply it on a time series sequence of size n, the categories are the time units and their frequencies are the probability mass function of the amplitude envelope.
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The sequence of TcNPR1 genomic fragment was acquired by series sequencing of the BAC clone from ATG start codon.
The distance for every pair of the symbolic representations of time series sequences was computed by each of the three distance functions and then the clusters of those time series sequences were identified based on the distances.
The base calling for 000 140 series sequences was processed using Phred software, and other series were base called using Sequencing Analysis Software ver.5.2 (Life Technologies) with KB Basecaller (Life Technologies).
Digestion with SfiI also allows for cDNA produced in this way have most of the primer sequence removed prior to use in massively parallel sequencing approaches (next-generation sequencing) such as 454 Life Sciences GS FLX Titanium series sequencing.
The PM10 samples were collected in a monthly time-series sequence at a known receptor site.
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