All functions

ChangePointEstimator()

A function to identify the time of a change in the mean or variability of a metric

CUSUMChart()

A function to create cumulative sum charts for mean (CUSUMm) and cumulative sum charts for variability (CUSUMv) control charts

DataProcess()

A data processing function

DecisionMap()

A function to create heatmaps to compare performance with user defined performance criteria

MissingDataMap()

A function to summarize missing values

MSnbaseToMSstatsQC()

A function to convert MSnbase files to MSstatsQC format

MSstatsQC.ML.deployR()

A function to test random forest classifiers for QC data

MSstatsQC.ML.sim.size.detectR()

A function to train random forest classifiers for QC data

MSstatsQC.ML.trainR()

A function to train random forest classifiers for QC data

mzQCToMSstatsQC()

A function to convert mzQC files to MSstatsQC format

QCloudDDA

DDA QC data from QCloud System

QCloudSRM

SRM QC data from QCloud System

QuiCDIA

DIA iRT data from QuiC System

RadarPlot()

A function to create radar plot to aggregate results from X and mR charts or CUSUMm and CUSUMv charts.

RemoveMissing()

A data processing function for removing missing values

RiverPlot()

A function to create river plot to aggregate results from X and mR charts or CUSUMm and CUSUMv charts.

S9Site54

CPTAC study 9.1 site 54 dataset

XmRChart()

A function to construct individual (X) and moving range (mR) control charts