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Last active July 7, 2017 12:48
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#Combining P-Values via Naive Bayes
bpv <- function(pv){
#Bayesian Probability
bp <- function(p){
if (any(p>1/exp(1))) stop('All p-values musts be lower that 1/e')
1 / (1 + 1/(-exp(1)*p*log(p)))
#Naive Bayes
nb <- function(p){
#Retrieving bayesian p-value
optimize(function(x) (bp(x)-nb(bp(pv)))^2, c(0,0.5))$minimum
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