As is well known, the independent dataset test, the sub-sampling test (K-fold cross-validation test), and the jackknife cross-validation test [61], [62] are the three most commonly used methods for cross-validation to examine statistical prediction quality.
We also carried out a discriminant function analysis with 'form' as the classification variable, using cross-validation, to examine which traits contributed to differences between the solitary and gregarious forms.
Finally, tools and items should undergo a thorough validation process to examine their psychometric properties.
We employed both bioinformatic prediction and experimental validation approaches to examine the glycosylation sites on hTfR2.
Another form of genome-scale validation is to examine if siRNA-mediated knockdowns of predicted upstream genes in a module result in altered expression of downstream module genes.
In statistical prediction, there are 3 cross validation methods to examine the performance of a predictor, including independent dataset test, subsampling test (e.g., 5-fold or 10-fold cross validation), and jackknife test [ 58].
Therefore, equivalence testing is more suitable for validation studies to examine whether one method equates with the other since it provides a direct test of equivalence (i.e. rejecting the null hypothesis).
The Edenfield Centre Medium secure unit in the North of England has adopted this instrument into routine clinical practice following a series of research based validation studies to examine its utility as part of its ongoing risk assessment research program.
We conducted an external validation study to examine the correlation of a previously published claims-based index for rheumatoid arthritis severity (CIRAS) with disease activity score in 28 joints calculated by using C-reactive protein (DAS28-CRP) and the multi-dimensional health assessment questionnaire (MD-HAQ) physical function score.
Twenty peer delivered sessions were evaluated by master and undergraduate student coders using a cross-validation design to examine peer based alcohol intervention sessions.
