He made significant contributions in many areas of statistics, including multivariate analysis and sampling theory.
Oasis' exclusive selling points are a differential expression module that allows for the multivariate analysis of samples, a classification module for robust biomarker detection and an advanced programming interface that supports the batch submission of jobs.
A comparison of the final sample (N = 3,220) considered in multivariate analysis and the sample not included due to missing data on AMDP (N = 2,004) showed some differences: We had relatively less completed data from psycho-geriatric patients.
Confounding is addressed through the use of multivariate analysis, where the sample size is adequate.
Five biological replicates were used to perform multivariate analysis for each sample.
However, we did not get such findings in both univariate and multivariate analysis in our sample, which maybe partly explained by the different selective standard of study population.
Instead of using matching procedure originally designed to raise the study validity while diminishing the statistical power of results, the procedure of multivariate analysis with larger sample size in comparison group has been suggested to handle confounding situations [ 13].
With a prevalence of 87.4% of the patients versus 33.2% of the nonpatients, it is logical that such a great difference qualifies for a multivariate analysis with the sample class as outcome variable.
However, studies using multivariate analysis on combined samples are rare and further investigations using this approach are warranted [31].
In continuous variable multivariate analysis using single-sample biomarker measurements, both biomarkers were predictive in the presence or absence of raised cTnT.
