"We have reviewed each of these failures and implemented corrections as appropriate.
Cusp relies heavily on "local staff" training in the science of safety how to identify problems, report them, measure them, plan and implement corrections, and measure again.
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.
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.
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.
Although applying the proposed correction for accurate probability modeling only requires an extra multiplication step, implementing the correction in learning models consistent with the true distribution is more complex.
Implementing the correction method is described along with the results of measuring a reference magnet and a 2.4-meter long undulator.
After implementing bias correction, not only did the quality of the radar data improve, but also the performance of the interpolation techniques using radar data as additional information.
