The components analysis was based on correlation matrices rather than covariance matrices as the variables were on different scales of measurement.
Advanced imputation methods have therefore been developed, such as KNNimpute [ 1], Bayesian PCA [ 2] and LLSimpute [ 3], which all are based on correlations between available measurements in the data matrix (samples × reporters).
Yet, despite its growing popularity, the evidence to support the maladaptive plasticity theory is largely based on correlations between pain ratings and oftentimes crude measurements of cortical reorganization, with little consideration of potential contributions of other clinical factors, such as adaptive behaviour, in driving the identified brain plasticity.
To gain insight into the alcohol-responsive gene modules preferentially targeted by alcohol-induced miRNAs, we constructed gene interaction networks based on WGCNA correlation measurements for the red, brown, and turquoise modules.
We propose methods for dissimilarity analysis of scenarios based on cross-correlation measurements of link fault matrices.
Based on the measurements correlation equations were developed to calculate the convective heat-transfer coefficient for any corrugation ratio, which allows us to simplify the design of local ventilation devices.
Census allows users to filter peptide ratio measurements based on a correlation threshold because the correlation coefficient (values between zero and one) represents the quality of the correlation between the unlabeled and labeled chromatograms and can be used to filter out poor quality measurements.
Moreover a correlation of single data points derived from individual plants based on the measurement shown in Figure 4 shows a positive correlation between MtPt4 (as a measure of arbuscule abundance) and NSP2.
The system is based on the measurement of CO2 by molecular correlation spectroscopy.
The laminar flame speed is an intrinsic property that is a function of the unburnt mixture composition, temperature, and pressure, therefore it is possible to develop analytical correlations based on experimental measurements, without losing accuracy, and that are more easily implemented in CFD codes than tabulated data.
