sims-varyingpi0-t: Simulation study results (varying null proportion,...

In stephaniehicks/benchmarkfdrData2019: Data and Benchmarking Results from Korthauer and Kimes et al. (2019)

Simulation study results (varying null proportion, t-distributed)

Description

Results for simulations used in Korthauer and Kimes et al. (2019) across varying null proportion of hypotheses with 20000 tests, t_{11} distributed test statistics, and ‘sine’ informative and paired uninformative covariates stored as a list of SummarizedBenchmark objects from 100 replications. Simulations were performed with 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, and 99% null tests.

In sims-varyingpi0, similar settings were considered, but standard Gaussian distributed test statistics.

Arguments

metadata

logical whether to load metadata (TRUE) or full resource (FALSE). (default = FALSE)

Details

The object is a list of length 100 corresponding to the 100 replications. Each entry in the list is a named list of two SummarizedBenchmark objects. The results based on using an informative and uninformative covariate are stored as "informative" and "uninformative", respectively.

See Also

sims-varyingpi0

Examples

`varyingpi0-t-benchmark-nullprop05`(metadata = TRUE)

## Not run: 
`varyingpi0-t-benchmark-nullprop05`()
`varyingpi0-t-benchmark-nullprop10`()
`varyingpi0-t-benchmark-nullprop20`()
`varyingpi0-t-benchmark-nullprop30`()
`varyingpi0-t-benchmark-nullprop40`()
`varyingpi0-t-benchmark-nullprop50`()
`varyingpi0-t-benchmark-nullprop60`()
`varyingpi0-t-benchmark-nullprop70`()
`varyingpi0-t-benchmark-nullprop80`()
`varyingpi0-t-benchmark-nullprop90`()
`varyingpi0-t-benchmark-nullprop95`()
`varyingpi0-t-benchmark-nullprop99`()

res <- `varyingpi0-t-benchmark-nullprop99`()
res[[1]]$informative
res[[1]]$uninformative

## End(Not run)

stephaniehicks/benchmarkfdrData2019 documentation built on April 13, 2025, 9:02 p.m.