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Scan-Statistics-Project-4Y-INSA
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Add NbSeq.NonNulles to LocalScoreMC

This commit is contained in:
Paul-Corbalan 2022-05-10 18:45:12 +02:00
parent 29efa02528
commit 0054d077be
1 changed files with 22 additions and 18 deletions
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10
Comparaison_of_methods.rmd
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@ -359,21 +359,25 @@ LocalScoreMC <- function(lambda0, lambda1, NbSeq, T, X_seq, P_X, tbe0){
E = ComputeE(lambda0, lambda1)
pvalue = c()
X = c()
min_X = min(X_seq)
max_X = max(X_seq)
NbSeq.NonNulles = 0
for (i in 1:NbSeq){
x = floor(E*log(dexp(tbe0[[i]], rate = lambda1)/dexp(tbe0[[i]], rate = lambda0)))
if (length(x)!=0){
LS = localScoreC(x)$localScore[1]
daudin_result = daudin(localScore = LS, score_probabilities = P_X, sequence_length = length(x), sequence_min = min_X, sequence_max = max_X)
options(warn = -1) # Disable warnings print
pvalue = c(pvalue, daudin_result)
NbSeq.NonNulles = NbSeq.NonNulles + 1
}
LS_H0=data.frame(num=1:NbSeq, pvalue_scan=pvalue, class=as.numeric(pvalue<0.05))
}
LS_H0=data.frame(num=1:NbSeq.NonNulles, pvalue_scan=pvalue, class=as.numeric(pvalue<0.05))
return(LS_H0)
}
```
@ -451,7 +455,7 @@ CompareMethods <- function(lambda0, lambda1, NbSeq, T, tau_scan, tau_H1){
```
```{r}
NbSeq = 10**2
NbSeq = 10**4
T = 10
tau = 2