Evaluate the robustness of conservation tests across different sample sizes for null distribution generation.
Usage
diagnose_test_robustness(
test,
phyex_set,
sample_sizes = c(500, 1000, 5000, 10000),
plot_result = TRUE,
num_reps = 5,
...
)
Arguments
- test
Function representing the conservation test to evaluate
- phyex_set
A PhyloExpressionSet object
- sample_sizes
Numeric vector of sample sizes to test (default: c(500, 1000, 5000, 10000))
- plot_result
Logical indicating whether to plot results (default: TRUE)
- num_reps
Number of replicates for each sample size (default: 5)
- ...
Additional arguments passed to the test function