sgof (version 2.3.5)

summary.Bayesian.SGoF: Summary of a Bayesian.SGoF object

Description

Summary of the most important results given by the Bayesian SGoF procedure.

Usage

# S3 method for Bayesian.SGoF
summary(object, ...)

Value

Rejections

The number of effects declared by the Bayesian SGoF procedure.

FDR

The estimated false discovery rate.

Posterior

The posterior probability that the complete null hypothesis is true considering the non informative election.

s

The proportion of p-values falling below gamma.

s.alpha

The first integer from 0 to n such that the Bayesian pre-test rejects the complete null hypothesis.

Arguments

object

A Bayesian.SGoF object.

...

Additional arguments affecting the summary produced.

Author

Irene Castro Conde and Jacobo de Uña Álvarez

References

Castro Conde I and de Uña Álvarez J (2013). SGoF multitesting method under the Bayesian paradigm. Discussion Papers in Statistics and Operation Research. Report 13/06. Statistics and OR Department. University of Vigo.

Dalmasso C, Broet P and Moreau T (2005) A simple procedure for estimating the false discovery rate. Bioinformatics 21:660--668

See Also

Bayesian.SGoF

Examples

res<-Bayesian.SGoF(Hedenfalk$x)
summary(res)