Bayesian statistical testing [36], [37] of these results verified that substrates that were ubiquitylated on the protein microarrays had a high-probability of being true substrates of ubiquitylation in vivo (the null hypothesis was tested H0∶ p = 0.5 against the probability P* = 0.63 derived from our validation data and rejected with evidence ev = 0.89).
Validation - All findings should be supported with evidence.
The instrument was developed to meet regulatory guidelines, with initial validation evidence suggesting that the UC-PRO/SS scores are reliable, valid, and ready for use and further testing in clinical trials.
The instrument was developed to meet regulatory guidance, with initial validation evidence suggesting that the CD-PRO/SS scores are reliable, valid, and ready for use and further testing in clinical trials.
Although we have successfully predicted 91.96% clones in the reliable group, the higher failure rate of 8.04% strongly suggested that it's necessary to sequence all the clones and construct a comprehensive database with sequencing validation evidence support for sharing the information to the scientific community.
Of the remaining SNPs, only those with evidence of association from at least a secondary marker in the GWAS were taken forward to validation.
Because results using the summary score model with the validation cohort showed evidence of lack of fit at marginal significance (P = 0.05), and because the AUC (0.65) was worse than it was using the standard model, we did not pursue the summary score with the merged cohort.
Initial target validation requires evidence for modulation by selective probes.
On the other hand, random forest classification with cross-validation provided evidence for meaningful gender differences when investigating the relationship between ADHD status and the three measurement clusters, and in the relative importance of specific items.
Independent cross-validation combines independent evidence with the intention to mutually exclude false positives.
Further evidence for predicted exons was obtained in silico through validation with EST data, comparison with predictions in orthologous genes of related species, and RNA secondary structure predictions.
