local_slope {ManyTests} | R Documentation |
Calculates the effective slope of the plot at large values and tests the deviation of the largest value from that line (Cox, 2011).
local_slope(p, k)
p |
Vector of p-values. |
k |
Number of 'top' |
local_slope |
The estimated local slope of the plot at large values. |
test_statistic |
The value of the test statistic. |
Fvalue |
The upper 5% value of the F distribution with |
pvalue |
The p-value of the test. |
Christiana Kartsonaki
Cox, D. R. (2011). Discovery: a statistical perspective. Phystat Conference CERN. <doi:10.5170/CERN-2011-006>
# generate a vector of p values
p <- runif(100, 0, 1)
local_slope(p, 10)