khat.inv: Calculate the smoothing paramters for implementation of Modal...
In Modalclust: Hierarchical Modal Clustering

Description Usage Arguments Author(s) References See Also

these set of functions are based on the concept of pseudo degrees of freedom (Lindsay et al 2008) and are used to calculate the Sigmas that are used for the 'hmac' function

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khat.inv(p,len=10)
sdofnorm(h,p)
khat(dof,p)

`len`	Number of smoothing parameters.
`h`	Smoothing parameter
`p`	Number of column of data
`dof`	Degrees of freedom

Surajit Ray

Lindsay, B.G., Markatou M., Ray, S., Yang, K., Chen, S.C. "Quadratic distances on probabilities: the foundations," The Annals of Statistics Vol. 36, No. 2, page 983–1006, 2008.

phmac for front end of using HMAC and also for parallel implementation of modal clustering.

Modalclust documentation built on May 1, 2019, 7:31 p.m.