OutlierDM News

Changes in version 1.1.1 2014-12-23

• Bug fixed on manuals

• Redesign the output of the fitted object

Changes in version 1.1.0 2014-12-01

• Add four classical outlier detection approaches when sample size are large enough

  • Zscore: Z-score based criterion

  • grubbs: recurive Grubbs test

  • iqr: interquartile range (IQR) criterion

  • siqr: semi-interquartile range (SIQR) criterion

• Add new plotting function called oneplot() to detect outliers given a peptide

• Add projection pursuit PCA for the projection method

• Add toy dataset consisting with 200 peptides and 15 samples

• Bug fixed on manuals

• ToDo list

  • Connect to a web-based engine

  • Redesign plotting functions

  • Expand the algorithm to Empirical Bayesian approaches

Changes in version 1.0-0 2014-03-22

• Publish an official version on CRAN

• ToDo 1: Add new routine for finding optimal K

• ToDo 2: Add new algorithm and routine using Empirical Bayesian approach