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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
1.5
1.4
1.1
1.0
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Install
install.packages('bisoreg')
Monthly Downloads
48
Version
1.5
License
GPL (>= 2)
Maintainer
S. Curtis
Last Published
June 22nd, 2018
Functions in bisoreg (1.5)
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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)