Bayesian Isotonic Regression with Bernstein Polynomials


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Documentation for package ‘bisoreg’ version 1.1

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bisoreg-package Bayesian Isotonic Regression with Bernstein Polynomials
as.mcmc.biso Coerce biso Object to mcmc Object
aveslope Average slope of a Bernstein polynomial regression function
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
fitted.biso Compute fitted values for a biso object
get.W Monotonic Bernstein Polynomial Basis Expansion
loess.wrapper Compute a loess fit using cross validation
monreg.wrapper Fit a monotonic regression function using monreg and cross validation
nd2004 Compute Bayesian monotone regression function of Neelon and Dunson (2004)
pflat Posterior probability of a flat regression curve
pflat.biso Posterior probability of a flat regression curve
pflat.default Posterior probability of a flat regression curve
plot.biso Plot a biso object
print.biso Print a biso Object
summary.biso Summary of a biso Object