Multivariate SPC has been proposed to fully utilize the available data, however, interpretation of multivariate information is often too complex for most line operators.
Only algorithms which can utilize the available data to detect these events will be able to identify how prevalent such changes are and lead to determining their functional significance.
A government that is committed to reducing unwanted activities will take steps to utilize the available data to better understand the problems it may be facing.
Thus, to be able to utilize the available data on equilibrium binding and dose response curves for model parameterisation, we needed to consider the model at an equilibrium or a steady state.
Our results demonstrate that GP models are well suited for analyzing quantitative genomic time series data because they can effectively utilize the available data, making good use of additional time points and replicates unhindered by uneven sampling and consistently show performance superior to the CMH test.
For the sake of utilizing the available PPIs data experimentally obtained, it is of much significance to develop computational methods for predicting protein-protein interactions.
One of the goals of this study was to achieve a complete picture of the transcriptome: utilizing all the available data, build accurate transcripts without either missing genes, or including spurious sequences.
Digital expression analysis of F-box genes in various chickpea tissues as well as under abiotic stress conditions utilizing the available chickpea transcriptome data revealed differential expression patterns with several F-box genes specifically expressing in each tissue, few of which were validated by using quantitative real-time PCR.
Besides this, it utilizes all the available data contrary to the other two models, which may use a limited proportion of the data because of the low data processing capacity of the statistical software.
The best practice to determine the parameters of the well is to utilize all the available data to provide an upper and lower range for each parameter, for instance, by using well test data for determination of the well deliverability coefficient of the layers if available.
