[R] deconstructing curve into rising and falling limbs
chuck.01
CharlieTheBrown77 at gmail.com
Fri Oct 26 10:14:29 CEST 2012
hello,
I have some data that looks similar to this (only not as nice as this):
Y <- c(abs(rnorm(100, 0.10, .1)), seq(.10, 1.0, .3)+rnorm(1, 0, .5) ,
seq(0.8, 4.0, .31)+rnorm(1, 0, .5)
, seq(3.9, .20, -.2)+rnorm(1, 0, .5) , abs(rnorm(100, 0.13, .1)) , seq(.10,
1.2, .35)+rnorm(1, 0, .5)
, seq(0.7, 6.0, .31)+rnorm(1, 0, .5) , seq(5.9, .23, -.18)+rnorm(1, 0, .5) ,
abs(rnorm(50, 0.18, .1)) )
plot(Y~c(1:length(Y))) # it is water level through time
I am trying to find a way to divide these data into 3 sections , 1) the
rising limbs, 2) falling limbs, and 3) not #1 or #2.
I'll spare you the list of things I've tried, just know that the data is
generally too noisy to use something as simple as which(diff(Y) > b), where
b is some threshold.
Please let me know if you have an idea of how to tackle this.
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