Sentence examples for functional predictors from inspiring English sources
Motivated by a biomarker study for colorectal neoplasia, we consider generalized functional linear models where the functional predictors are measured with errors at discrete design points.
Our aim is to integrate these sources of evidence in a smooth fashion to improve the accuracy and coverage of the functional predictors based on the assumption that if a protein has specific features, then this can increase the probability to infer specific protein functions.
Several studies have focused on identifying clinical and functional predictors of the beneficial effects of PR in COPD patients [ 4].
While the assembled list of functional predictors includes measures that have been demonstrated to correlate with the association status of SNPs in the GC, it also includes a number of measures whose utility in this regard was unclear.
We were, therefore, interested to determine how inter-connected the autism-related genes would be according to GAP's predictions, and as compared to the existing best-performing functional predictors.
All of these mutations occurred in at least one primary MM and all were designated as 'damaging' (mutations occur at conservative sites or lead to structural changes) by three different functional predictors.
Assuming that the true functional predictor and the slope function are smooth, we investigate a two-step estimating procedure where both the true functional predictor and the slope function are estimated through spline smoothing.
Given that the human prefrontal cerebrum is ~2/5ths white matter [ 23], white matter integrity after stroke is a stronger functional predictor than preserved neurological function [ 24].
Functional logistic regression has been developed to forecast a binary response variable from a functional predictor.
Classification problems involving a categorical class label Y and a functional predictor X t) are becoming increasingly common.
FAC uses certain complexity constraints to ensure that the reduced subspace has an easily interpretable relationship to the original functional predictor.
