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miscF (version 0.1-5)

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

285

Version

0.1-5

License

GPL

Maintainer

Dai Feng

Last Published

April 3rd, 2020

Functions in miscF (0.1-5)

mvt.mcmc

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

Unbiased Estimate of Parameters of a Multivariate Normal Distribution
mvn.bayes

Estimate the Parameters of a Multivariate Normal Model by the Bayesian Methods
mvsn.mcmc

Estimate Parameters of a Multivariate Skew Normal Distribution Using the MCMC
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
rmvst

Generate Random Samples from a Multivariate Skew t Distribution
mvt.ecme

Estimate Parameters of a Multivariate t Distribution Using the ECME Algorithm
curve.polynomial.rjmcmc

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

Generate Random Samples from a Multivariate Skew Normal Distribution