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bisoreg (version 1.0)

Bayesian Isotonic Regression with Bernstein Polynomials

Description

Bayesian monotonic regression function

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Version

Install

install.packages('bisoreg')

Monthly Downloads

13

Version

1.0

License

GPL (>= 2)

Maintainer

S. Curtis

Last Published

October 29th, 2012

Functions in bisoreg (1.0)

print.biso

Print a biso Object
loess.wrapper

Compute a loess fit using cross validation
nd2004

Compute Bayesian monotone regression function of Neelon and Dunson (2004)
monreg.wrapper

Fit a monotonic regression function using monreg and cross validation
get.W

Monotonic Bernstein Polynomial Basis Expansion
plot.biso

Plot a biso object
aveslope

Average slope of a Bernstein polynomial regression function
fitted.biso

Compute fitted values for a biso object
summary.biso

Summary of a biso Object
bisoreg-package

Bayesian Isotonic Regression with Bernstein Polynomials
bisoreg

Bayesian Isotonic Regression
childgrowth

Heights of a ten-year-old boy over the course of a year
fits.isoreg

Computes fitted values for isoreg
as.mcmc.biso

Coerce biso Object to mcmc Object
pflat

Posterior probability of a flat regression curve