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Until such a signature is identified and validated, it will remain difficult to implement correction strategies for individual patients.
Within this field of prediction of disability-related problems, clinical investigations should attempt to detect alterations and implement correction measures.
The Stata and R code can be found at along with tutorials on using the code (including survival time data, multivariable models, joint and conditional models), discussions of how to interpret decision curves, and code to implement correction for overfit by repeated 10-fold cross-validation.
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To implement corrections for multiple comparisons at the P < 0.05 level, we used Monte Carlo simulations implemented in AFNI's AlphaSim to identify the required cluster-size threshold, given the voxel-wise probability and the volume in the statistical map (see below) separately for each of the tests in a conjunction.
"We have reviewed each of these failures and implemented corrections as appropriate.
To make this manual correction process possible in a reasonable time, a number of VBA macros were written for the Excel index file to display the speed profile for individual segments, flag segments with unusually high or low energy consumption and automate the process of recording and implementing corrections.
For the latter, violations may pertain to prioritization or pre-screening algorithms, to the actual epistasis modeling and testing, as well as to the implemented corrections for multiple testing.
The requirement for the sign ambiguity in ICA to be corrected and the approach to implement this correction vary among applications [ 20], although a majority of them are based on the employment of supervised classifiers after the ICA process.
The solution is benchmarked and shows good agreement with the results in literature which implement more correction terms within the energy ranges considered.
This prompted us to assess the effect of the ocean tidal signals in daily variations and implement a correction scheme for them.
To explore these concerns, we implement the correction procedure for selective attrition on observed characteristics outlined in Fitzgerald et al. (1998).
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