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

In sgof: Multiple Hypothesis Testing

Summary of a Bayesian.SGoF object

Description

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

Usage

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

Arguments

object	A Bayesian.SGoF object.
...	Additional arguments affecting the summary produced.

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.

Author(s)

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)   

sgof documentation built on Sept. 8, 2023, 5:34 p.m.