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The intrinsicKappa package provides functions for the computation of the intrinsic kappa value.
library(intrinsicKappa)
M <- matrix(c(2375, 25, 10, 2390), ncol = 2)
rownames(M) <- c('ok-rating', 'nok-rating')
colnames(M) <- c('ok-standard', 'nok-standard')
alpha <- 0.05
alpha_adjusted <- FALSE
intrinsicKappa(M, alpha, alpha_adjusted)
##
## Intrinsic Kappa
##
## Input:
## ok-standard nok-standard
## ok-rating 2375 10
## nok-rating 25 2390
##
## Exact Kappa's lower bound: 0.9784
##
## point estimates upper bound
## alpha (ok units): 0.0104 0.0145
## beta (nok units): 0.0042 0.0071
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