Given that epigenetic features are highly correlated, the combinatorial effects of multiple proteins may only be detectable using a joint approach, i.e., the signal variation of one factor may only be observable by conditioning on the data of other factors.
Given data with measurement noise that is Gaussian, additive, and independently and identically distributed, we can analytically calculate the a posteriori mean and covariance function of the Gaussian process by conditioning on the data the joint distribution of both the observed data and the predicted values.
Several studies that used artificial EMG signals (Lee et al. 2007; Staude et al. 2001; Staude and Wolf 1999; Staude 2001) proposed using an adaptive whitening filter as part of the data conditioning with AGLR.
Our expectation was that any method, including threshold-based and statistical techniques, incorporating TKEO as a step in conditioning of EMG data would increase signal quality, hence the accuracy of onset detection.
More than half of the data centers' air conditioning systems are inefficient.
To tackle this problem an international group of scientists recently published a draft Minimum Information standard for Cardiac Electrophysiology Experiments (Quinn et al., 2011), in an effort to, at the very least, define the differences between laboratories, including descriptions of the processing, filtering or other conditioning of data that may have occurred.
The polarization data were collected after conditioning of the system in hydrogen anodic feed at 0.7 V for two hours temperature to assure steady state.
Conditioning of the environment of the learner.
Groups in which a black-center or white-center pattern was used as CS exhibited no significantly different levels of conditioning effect, and thus the data from the two groups were pooled.
