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Package with many functions for circular distributions

Project description

A package including many functions for circular distributions:

  1. r_vonmises() - This function is used for generating random numbers for a von Mises circular distribution

  2. q_vonmises() - This function is used used to calculate the quantiles for the given probabilities for a von Mises distribution

  3. p_vonmises() - This function is used to calculate the CDF value at the given points for a von Mises distribution

  4. d_vonmises() - This function is for calculating the PDF at the given points for a von Mises circular distribution

  5. 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

  6. vmf_clust() - This function is used to:
    1. fit the given data using the expectation maximization algorithm for maximum likelihood estimatation of the parameters of the differnt mixtures

    2. Perform probabilistic clustering using the mixtures obtained above

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