The RBALP was proposed after some investigation into the impact of temperature, contact time, pH, and S/L ratio to maximize correlation to in vivo data [84, 88].
In sum, it would be useful to know whether maximizing covariance, or maximizing information about velocity, would lead to the same conclusions as maximizing correlation.
There are indications of several optimal lags for maximizing correlations.
This is due to the fact that CRF was originally calculated to maximize the correlation of CRF with CCT or to minimize the correlation of CRF with IOP, based on the manufacturer's large-scale clinical data analysis [ 2].
In this case, the most informative grouping will maximize the correlation of similarity/dissimilarity among these groups of annotation values on one hand and the similarity/dissimilarity of the transcription profiles of the corresponding measurements on the other.
But in addition to maximizing the variance of the predictors X, at the same time, it maximizes the correlation of X with the response Y. Applied to the choice of summary statistics, it therefore not only decorrelates the summary statistics, but also chooses them according to their relation to α. Hastie et al. (2011) argue that the first aspect dominates over the latter, however.
Yona and colleagues proposed using internal and external indices to determine the best clustering algorithm that maximizes the correlation of functional links and minimizes the error rate [27].
Indeed, knowing the symbol duration and the zero-padding duration, the power correlation metric finds the power mask of length that maximize the correlation with the received power in the time domain.
Using anatomical alignment as initialization, the algorithm iteratively optimizes a warp field for each subject that maximizes the intersubject correlation of functional time-series, subject to a pair of regularization constraints that preserve the cortical topology of each subject.
Briefly, in each figure the PC axes were rotated to find the angle that maximizes the summed correlation of the median PC1 and PC2 values of the training populations with the latitude and longitude of their countries.
