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kupiertest

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kupiertest

by Daniele Mossi

 

13 Oct 2005 (Updated 13 Oct 2005)

Single Sample Kupier Goodness-Of-Fit Hypothesis Test.

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Description

Single Sample Kupier Goodness-Of-Fit Hypothesis Test. Similar to Kolmogorov-Smirnov (K-S) test, but (K-S) test tend to be most sensitive around median value of the distribution and less sensitive at the distribution tails.

Doesn't require any Toolbox.Find if the random sample X could have the hypothesized continuous cumulative distribution function F.

Null Hypothesis Ho: "The Sample is taken form a population with cumulative distribution F(x) for all x".

This is a 2-sided test. Alternative: "The population from which the sample is taken has a cumulative distribution different form F "

Acknowledgements
This submission has inspired the following:
plotcdfkuiper
MATLAB release MATLAB 6.5 (R13)
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Comments and Ratings (3)
03 Nov 2005 Banu Gunel

It is Kuiper test, not Kupier.

16 Jan 2006 Ronald van Elburg

Code looks correct and efficient. Although the english in the comments needs a bit of cleaning up, the whole file is well documented. As noted before the name of the test is Kuiper test, not Kupier.

12 Mar 2009 Mahmoud

Can this be used for comparison of two samples (e.g. kstest2)? If not does anyone know of a function to do this?

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Tag Activity for this File
Tag Applied By Date/Time
statistics Daniele Mossi 22 Oct 2008 08:02:49
probability Daniele Mossi 22 Oct 2008 08:02:49
kupier distribution test Daniele Mossi 22 Oct 2008 08:02:49
hypothesis Daniele Mossi 22 Oct 2008 08:02:49
test Daniele Mossi 22 Oct 2008 08:02:49

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