It provides cumulative distribution function (CDF), quantile, pvalue, statistical power calculator and random number generator for a collection of grouptesting procedures, including the Higher Criticism tests, the onesided KolmogorovSmirnov tests, the onesided BerkJones tests, the onesided phidivergence tests, etc. The input are a group of pvalues. The null hypothesis is that they are i.i.d. Uniform(0,1). In the context of signal detection, the null hypothesis means no signals. In the context of the goodnessoffit testing, which contrasts a group of i.i.d. random variables to a given continuous distribution, the input pvalues can be obtained by the CDF transformation. The null hypothesis means that these random variables follow the given distribution. For reference, see Hong Zhang, Jiashun Jin and Zheyang Wu. "Distributions and Statistical Power of Optimal SignalDetection Methods In Finite Cases", submitted.
Package details 


Author  Hong Zhang and Zheyang Wu 
Maintainer  Hong Zhang <[email protected]> 
License  GPL2 
Version  0.2.0 
Package repository  View on CRAN 
Installation 
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