Added the first attempt at CCRE
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@ -104,7 +104,13 @@ classdef CREClass < handle
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LogFC=log(FC);
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LogFC=log(FC);
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LogFC(~isfinite(LogFC))=0;%the log of 0 is -inf. however in Fc.*logFc it should end up as 0. to avoid conflicts removing the -inf
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LogFC(~isfinite(LogFC))=0;%the log of 0 is -inf. however in Fc.*logFc it should end up as 0. to avoid conflicts removing the -inf
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if any(isnan(FC));error('something went wrong');end %catch a posible error.
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if any(isnan(FC));error('something went wrong');end %catch a posible error.
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obj.CRE=-transpose(dl)*(FC.*LogFC)./(transpose(dl)*FC); %CRE zografos
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if transpose(dl)*FC==0;
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%if only one value in the most left bin in the distribution I may get a 0 divided by 0
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%as the CRE of a delta function is 0, enforce this outcome
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obj.CRE=0;
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else
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obj.CRE=-transpose(dl)*(FC.*LogFC)./(transpose(dl)*FC); %CRE zografos
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end
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%% get the RB
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%% get the RB
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dl(FC>0.5)=0; %set the weight for all in the histogram to the left side (i.e. <p50) to 0
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dl(FC>0.5)=0; %set the weight for all in the histogram to the left side (i.e. <p50) to 0
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CRE_Med_Inf=-transpose(dl)*(FC.*LogFC)./(transpose(dl)*FC); %CRE zografos
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CRE_Med_Inf=-transpose(dl)*(FC.*LogFC)./(transpose(dl)*FC); %CRE zografos
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@ -1,5 +1,5 @@
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S=CREClass;
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S=CREClass;
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S.Data=randn(100000,1);
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S.Data=randn(100,1);
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S.nBin=(1000);
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S.nBin=(1000);
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%% use histogram
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%% use histogram
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S.UseHistProxy=true;
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S.UseHistProxy=true;
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@ -13,10 +13,16 @@ std(S.Data)
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%% multiply S
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%% multiply S
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S.Data=100*S.Data;
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S.Data=100*S.Data;
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S.UseHistProxy=true;
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S.UseHistProxy=true;
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S.Calc
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S.Calc;
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S
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S
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std(S.Data)
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std(S.Data)
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%% ones again the "new" way
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%% ones again the "new" way
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S.UseHistProxy=false;
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S.UseHistProxy=false;
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S.Calc
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S.Calc;
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S
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S
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%% Test CCRE class
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CS=CCREClass;
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CS.Data=randn(100,1);
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CS.nBin=10;
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CS.DataRef=randn(100,1);
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CS.nBinRef=10;
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