GrubbsOutlierTest.cxx File Reference

#include <dqm_core/AlgorithmConfig.h>
#include <dqm_core/AlgorithmManager.h>
#include <dqm_algorithms/GrubbsOutlierTest.h>
#include <dqm_algorithms/tools/AlgorithmHelper.h>
#include <ers/ers.h>
#include <sstream>
#include <TH1.h>
#include <TF1.h>
#include <TMath.h>
#include <TClass.h>
#include <cmath>

Go to the source code of this file.

Macros
#define	GTESTPARS   5

Variables
dqm_algorithms::GrubbsOutlierTest	GrubbsTest ("Grubbs")

Detailed Description

Determine outliers at a given significance level by defining the Grubbs test statistic, and finding out the probability of each bin being an outlier. The critical value is computed for each bin and the probability is estimated using the two tailed students T distribution. If the probability for a given bin falls below the significance level the bin is an outlier. The flag can be computed using fraction of outlier bins.

Author

Venkatesh Kaushik venka.nosp@m.t.ka.nosp@m.ushik.nosp@m.@cer.nosp@m.n.ch

Definition in file GrubbsOutlierTest.cxx.

Macro Definition Documentation

GTESTPARS

#define GTESTPARS   5

Definition at line 35 of file GrubbsOutlierTest.cxx.

Variable Documentation

GrubbsTest

dqm_algorithms::GrubbsOutlierTest GrubbsTest("Grubbs")