Using erfcinv and array indices are being rejected as not positive or valid, despite all being positive in the vector
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Hello, I am currently working on some research data analysis and have been trying to fit autocorrelated data to a plot with a 95% confidence interval to check the distribution of the residuals. To do this, I'm working from the mathworks autocorrelation page (https://www.mathworks.com/help/signal/ug/residual-analysis-with-autocorrelation.html). When trying to set the confidence interval, I get the error that all array indices must be positive or logical values. Below is the code that I'm using, as well as residual data set.
erfbatp = erfcinv(a.Residuals.Raw);
erfbatp = erfbatp';
erfbatp = erfbatp(~isnan(erfbatp))';
conf99batp = sqrt(2)*erfbatp(2*.05/2);
lconfbatp = -conf99batp/sqrt(length(a.Residuals.Raw));
upconfbatp = conf99batp/sqrt(length(a.Residuals.Raw));
1.52973772211594
1.58151023710729
1.53641175549635
1.68852456597857
1.36494692501592
2.07737261195390
1.50753906916397
2.02256675790035
1.05155195289689
1.40278856349961
2.16079514557325
1.43199717380622
1.48556496430640
1.42827621898581
1.62133741215299
1.34671652045243
1.62813386205574
1.41104099011439
1.50196551118339
1.34604336518968
1.47733944833881
1.19896422993831
1.72322100428785
Above is the residual values in the erfbatp variable after removing NaNs, any advice or information would be appreciated.
Answers (1)
As far as I understand, "erfbatp" is an array of numbers.
So erfbatp(2*.05/2) = erfbatp(0.05) does not make sense, does it ? Valid array indices are 1,2,3,4,...
3 Comments
John D'Errico
on 3 Oct 2024
I might conjecture this
conf99batp = sqrt(2)*erfbatp(2*.05/2);
could possibly have been intended as
conf99batp = sqrt(2)*erfbatp*(2*.05/2);
Gregory Lang
on 3 Oct 2024
Torsten
on 3 Oct 2024
I don't see it is used on the MATLAB site this way. I could only find
conf99 = sqrt(2)*erfcinv(2*.01/2);
lconf = -conf99/sqrt(length(x));
upconf = conf99/sqrt(length(x));
which looks correct.
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