I need to detect from data the first element of the first sequence of length 5 of consecutively decreasing numbers. There is a similar post here but when I applied to my data it failed.
set.seed(201)
az <- c(sort(runif(10,0,0.9),decreasing = T),sort(runif(3,-0.3,0),decreasing = T),sort(runif(3,-0.3,0),decreasing = F),sort(runif(4,-0.3,0),decreasing = T),sort(runif(4,-0.3,0),decreasing = F),sort(runif(6,-0.3,0),decreasing = T))
tz <- seq(1,length(az))
df <- data.frame(tz,az=round(az,2))
In the figure above it would be somewhere around tz = 25.
The post says that this function need to improve and so far I cannot get my desired result!
getFirstBefore<-function(x,len){
r<-rle(sign(diff(x)))
n<-which(r$lengths>=len & r$values<0)
if(length(n)==0)
return(-1)
1+sum(r$lengths[seq_len(n[1]-1)])
}
df1 <- df%>%
mutate(cns_tz=getFirstBefore(az,5))
tz az cns_tz
#1 1 0.56 4
#2 2 0.55 4
#3 3 0.33 4
#4 4 0.33 4
#5 5 0.26 4
#6 6 0.15 4
#7 7 0.12 4
#8 8 0.09 4
#9 9 0.04 4
#10 10 0.04 4
#11 11 -0.10 4
#12 12 -0.12 4
#13 13 -0.16 4
#14 14 -0.16 4
#15 15 -0.14 4
#16 16 -0.14 4
#17 17 -0.13 4
#18 18 -0.15 4
#19 19 -0.22 4
#20 20 -0.30 4
#21 21 -0.12 4
#22 22 -0.12 4
#23 23 -0.11 4
#24 24 -0.07 4
#25 25 -0.05 4
#26 26 -0.09 4
#27 27 -0.10 4
#28 28 -0.15 4
#29 29 -0.17 4
#30 30 -0.22 4
I would sort every 5 consecutive values, and see if that matches with the unsorted data. Then find the first occurance of such a match:
set.seed(123)
test <- rnorm(100)
decr <- sapply(seq_along(test),function(x){all(sort(test[x:(x+5)],decreasing = T) == test[x:(x+5)])})
firstdecr <- min(which(decr)):(min(which(decr))+5)
plot(test)
lines(firstdecr, test[firstdecr], col="red")
Only flaw I can see if there are equal values in a 5 value epoch, but you could also test for that.
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