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miscF (version 0.1-4)

Miscellaneous Functions

Description

Various functions for random number generation, density estimation, classification, curve fitting, and spatial data analysis.

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Version

Install

install.packages('miscF')

Monthly Downloads

254

Version

0.1-4

License

GPL

Maintainer

Dai Feng

Last Published

February 16th, 2018

Functions in miscF (0.1-4)

mvt.mcmc

Estimate Parameters of a Multivariate t Distribution Using the MCMC
mvt.ecme

Estimate Parameters of a Multivariate t Distribution Using the ECME Algorithm
mvsn.mcmc

Estimate Parameters of a Multivariate Skew Normal Distribution Using the MCMC
mvn.ub

Unbiased Estimate of Parameters of a Multivariate Normal Distribution
rMultinom

Generate Random Samples from Different Multinomial Distributions with the Same Number of Classes
mvst.mcmc

Estimate Parameters of a Multivariate Skew t Distribution Using the MCMC
mvn.bayes

Estimate the Parameters of a Multivariate Normal Model by the Bayesian Methods
rmvsn

Generate Random Samples from a Multivariate Skew Normal Distribution
curve.polynomial.rjmcmc

Curve Fitting Using Piecewise Polynomials with Unknown Number and Location of Knots
rmvst

Generate Random Samples from a Multivariate Skew t Distribution
spatail.lme.mcmc

Spatial Modeling by a Bayesian Hierarchical Linear Mixed-effects Model
uvnm.rjmcmc

Univariate Normal Mixture (UVNM) Model with Unknown Number of Components