I've just bought 'Circular statistics in R'. It's a superb book and gently takes you through such analyses in R.
Incidentally, are there any forums for discussion on circular statistics? We're analyzing circular data at the mo and I must say I am a little nervous I am doing silly things!
Not a Software, however, I suppose what you are looking for is test of hypothesis for circular data. The following might be helpful:
Kuiper's P-value as a Measuring Tool and Decision Procedure for the
Goodness-of-fit Test, Journal of Applied Statistics, 15(3), 131-135, 1988.
http://home.ubalt.edu/ntsbarsh/Kuper.pdf
Abstract:
The need for computing P-values for the Kuiper statistic has been emphasized by Batschelet (1981). Some exact P-values, with useful interpretations for making inference about a probability model for circular data, are provided. Computations of the exact values are based on Durbin (1973) boundary crossing probabilities. A numerical example is used to demonstrate the usefulness of the results.
Yes, you are absolutely right. I am looking for a suitable test. I would like to compare the orientations of astigmatism in different treatment groups. Would the Watson-Williams test be an appropriate test if three or more treatment groups are involved? Because it seems that the Kuiper's test is for comparing two independent random samples. Or there is a multisample version for the Kuiper's test.
I've just bought 'Circular statistics in R'. It's a superb book and gently takes you through such analyses in R.
Incidentally, are there any forums for discussion on circular statistics? We're analyzing circular data at the mo and I must say I am a little nervous I am doing silly things!
Just wanted to add my vote for the book "circular statistics in R" - it contains a lot of easy-to-understand examples (and R code) and is a very good starting point on what I consider to be a very interesting journey into a new type of statistics.
Your can as read my papers on the application: Application of Multiple Circular-linear Regression Models to Animal Movement Data with Covariates. Robert.M.Mutwiri; Approaches for Testing Uniformity Hypothesis in Angular Data of Mega-Herbivores