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Bayesian networks have also been applied to time course data when generalized to networks called dynamic because each node corresponds to a gene at a given time (e.g. Husmeier, 2003; Kim et al., 2003).
Some have used likelihood or Bayesian approaches taking into account the binary nature of the trait [ 16], and one example of the desired model, which fits male and female components simultaneously, has been applied to time of lay in wild birds [ 17].
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The SPE analysis is applied to time series of phase scintillation and cycle slip occurrence observed by CHAIN from 2008 to 2012.
The chaos analysis was applied to time series data of bubble passage recorded at different heights in the bubble column.
This paper presents an alternative based on the settings of specific-to-problem kernels to be applied to time series prediction focusing on large scale prediction.
This methodology is applied to time time course gene expression data published in [31].
Although we illustrated the method with data for H5N1 influenza, these inference strategies are general and can be applied to time series from other communicable diseases.
The loess smoother was applied to time (in order to model seasonality) and temperature.
Separate smoothing functions are applied to time to control for season and secular trends.
The search methods were applied to time course gene expression indices from GeneChip mouse genome microrrays (Ueda et al., 2002).
Sensitivity analyses were performed in which utility weights (varying from 0 to 1) were applied to time in the TOX and REL health states.
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