Description Usage Arguments Value Author(s) References See Also Examples
Histogram estimator of p-value density evaluated at 1. See references.
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p |
Vector of p-values |
max.bins |
maximum number of bins |
bin.method |
binning method |
discrete |
Whether p-values are discrete |
seq.perm |
Whether p-values come from sequential permutation tests |
nboots |
bootstrap sample size |
rightBoundary |
Logical; if |
plotit |
Whether to plot the histogram |
perm.n |
|
perm.h |
|
... |
Other arguments passed to |
A numeric scalar value of estimated p-value density at 1.
Long Qu, Kun Liang
Nettleton, Hwang, Caldo, Wise. 2006. Estimating the number of true null hypotheses from a histogram of $p$ values. Journal of Agricultural, Biological, and Environmental Statistics. 11. 337-356.
Bancroft and Nettleton. 2009. Estimation of False Discovery Rate Using Permutation P-values with Different Discrete Null Distributions. Iowa State University Department of Statistics Preprint Series, #2009-05.
Bancroft and Nettleton. 2009. Computationally Efficient Estimation of False Discovery Rate Using Sequential Permutation P-values. Iowa State University Department of Statistics Preprint Series, #2009-04.
Liang and Nettleton. 2012. Adaptive and dynamic adaptive procedures for false discovery rate control and estimation, Journal of the Royal Statistical Society, Series B. 74. 163-182
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