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bisoreg (version 1.5)

Bayesian Isotonic Regression with Bernstein Polynomials

Description

Provides functions for fitting Bayesian monotonic regression models to data.

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Version

Install

install.packages('bisoreg')

Monthly Downloads

13

Version

1.5

License

GPL (>= 2)

Maintainer

S. Curtis

Last Published

June 22nd, 2018

Functions in bisoreg (1.5)

bisoreg

Bayesian Isotonic Regression
aveslope

Average slope of a Bernstein polynomial regression function
loess.wrapper

Compute a loess fit using cross validation
fits.isoreg

Computes fitted values for isoreg
bisoreg-package

Bayesian Isotonic Regression with Bernstein Polynomials
as.mcmc.biso

Coerce biso Object to mcmc Object
monreg.wrapper

Fit a monotonic regression function using monreg and cross validation
print.biso

Print a biso Object
summary.biso

Summary of a biso Object
plot.biso

Plot a biso object
childgrowth

Heights of a ten-year-old boy over the course of a year
get.W

Monotonic Bernstein Polynomial Basis Expansion
pflat

Posterior probability of a flat regression curve
fitted.biso

Compute fitted values for a biso object
nd2004

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