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RPtests (version 0.1.5)

pval: Compute p-values for RPtest output

Description

Produces p-values given a list of simulated test statistics and the true test statistic (which may be a vector if it is the output of multiple RP functions).

Usage

pval(test, test_sim)

Arguments

test

A numeric vector of test statistics.

test_sim

A list of test statisitcs, each component of which is a numeric vector.

Value

A single p-value.

Details

In the case where the individual test statistics are vectors, the first component of test is compared against the first components of test_sim[[1]], test_sim[[2]] etc. and the results of these multiple comparisons are combined into a single p-value (see the reference). When the lengths of the test statistics differ, the final components are first discarded to make all the test statistics have equal length.

References

Shah, R. D., Buhlmann, P. (2017) Goodness of fit tests for high-dimensional linear models https://rss.onlinelibrary.wiley.com/doi/10.1111/rssb.12234

See Also

RPtest the output of which this would typically be applied to.