particular, it is recommended to install the 'Gurobi' optimizer (available
prioritizations and evaluating their benefits. For more information, see

email='jeffrey.hanson@uqconnect.edu.au', role = c('aut', 'cre'),
Author: Jeffrey O Hanson [aut, cre] (<https://orcid.org/0000-0002-4716-6134>),
Joseph R Bennett [aut] (<https://orcid.org/0000-0002-3901-9513>)

Title: Optimal Power Space Transformation
Description: Comparison of data by Pearson product-moment correlation
coefficients is prone to outliers. The problem can be
alleviated by normalizing data with outliers before computing
the Pearson correlation coefficient. The sample provides such
normalization by optimal power space transformation.

Title: Optimal Combinations of Diagnostic Tests Based on AUC
Author: Xin Huang, Gengsheng Qin, Yixin Fang
Description: Searches for optimal linear combination of multiple
diagnostic tests (markers) that maximizes the area under the
receiver operating characteristic curve (AUC); performs an
approximated cross-validation for estimating the AUC associated

Title: Estimation of optimal number of biomarkers for two-group
microarray based classifications at a given error tolerance
Imports: rgl,MASS, randomForest, e1071,ipred, msm
Description: Estimates optimal number of biomarkers for two-group

Imports: MASS, randomForest, e1071,ipred, msm

Imports: MASS, randomForest, e1071,ipred, msm, Matrix

Title: Estimation of Optimal Number of Biomarkers for Two-Group
Microarray Based Classifications at a Given Error Tolerance
Imports: MASS, randomForest, e1071,ipred, msm, rgl, Matrix
classification based on microarray data.

Title: Determine Optimal Clustering Algorithm and Number of Clusters
Description: Cluster analysis using statistical and biological
validation measures for both transformed and count data.
Imports: clValid, RankAggreg, mclust, methods, cluster, gplots,
Suggests: Biobase, annotate, GO.db, org.At.tair.db
Packaged: 2015-06-09 16:20:08 UTC; michaelsekula

validation measures for both continuous and count data.
Imports: grDevices, graphics, stats, utils, clValid, RankAggreg,
mclust, methods, cluster, gplots, kohonen, MBCluster.Seq
Packaged: 2015-10-19 16:38:47 UTC; michaelsekula