Package with many functions for circular distributions
Project description
A package including many functions for circular distributions:
r_vonmises() - This function is used for generating random numbers for a von Mises circular distribution
q_vonmises() - This function is used used to calculate the quantiles for the given probabilities for a von Mises distribution
p_vonmises() - This function is used to calculate the CDF value at the given points for a von Mises distribution
d_vonmises() - This function is for calculating the PDF at the given points for a von Mises circular distribution
- angles_VMF_mix() - This function is used to fit angular data in radians using the expectation maximization algorithm for
maximum likelihood estimatation of the parameters of the different mixtures
- vmf_clust() - This function is used to:
fit the given data using the expectation maximization algorithm for maximum likelihood estimatation of the parameters of the differnt mixtures
Perform probabilistic clustering using the mixtures obtained above
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