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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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Install
install.packages('miscF')
Monthly Downloads
311
Version
0.1-4
License
GPL
Maintainer
Dai Feng
Last Published
February 16th, 2018
Functions in miscF (0.1-4)
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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