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### Hurst Exponent-Rescaled Range Analysis

Posted: Mon Jul 13, 2009 1:35 am
Please find attached two subroutines that each provides a different estimation of Hurst Exponent for Rescaled Range Analysis.

Code: Select all

subroutine hurst(series y)
series ym
!n = @obs(y)
series RS_sum
series RS_ave
for !i=2 to !n
!count = 1
series R
for !j = 1 to !n-!i+1 step !i
series cumser
smpl !j !i+!j-1
!S = @stdev(y)
series ym = y - @mean(y)
cumser = @cumsum(ym)
R(!count) = (@max(cumser) - @min(cumser))/!S
!count = !count+1
next
smpl 1 !count-1
RS_sum = @cumsum(R)
RS_ave(!i) = RS_sum(!count-1)/(!count-1)
next
smpl @all
!start = @floor(10^(@log10(!n)*.25))
!end = @floor(10^(@log10(!n)*.75))
smpl !start !end
equation eq1.ls @log10(RS_ave) c @log10(@trend(0))
vector(1) hurst = eq1.@coefs(2)
smpl @all
delete cumser r rs_ave rs_sum ym
endsub

Code: Select all

subroutine hurst(series y)
series ym
series R
!n = @obs(y)
for !i=2 to !n
!R_sum = 0
!S_sum = 0
for !j = 1 to !n-!i+1
series cumser
smpl !j !j+!i-1
!S = @stdevp(y)
ym = y - @mean(y)
cumser = @cumsum(ym)
!R = @max(cumser) - @min(cumser)
!R_sum = !R_sum + !R
!S_sum = !S_sum + !S
next
R(!i) = !R_sum / !S_sum
next

smpl @first+2 @last
equation eq1.ls @log10(R) c @log10(@trend(0))
vector(1) hurst = eq1.@coefs(2)
smpl @all
delete ym r cumser
endsub

### Re: Hurst Exponent-Rescaled Range Analysis

Posted: Fri Apr 11, 2014 2:58 am