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episplineDensity (version 0.0-1)

Density Estimation with Soft Information by Exponential Epi-splines

Description

Produce one-dimensional density estimates using exponential epi-splines. The user may incorporate soft information, by imposing constraints that (i) require unimodality; (ii) require that the density be monotone non-increase or non-decreasing; (iii) put upper bounds on first or second moments; (iv) bound the density's values at mesh points; (v) require that the estimate be continuous or continuously differentiable; and more.

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Version

Install

install.packages('episplineDensity')

Monthly Downloads

11

Version

0.0-1

License

GPL-2

Maintainer

Sam Buttrey

Last Published

November 10th, 2014

Functions in episplineDensity (0.0-1)

postproc.control

Set options for post-processing of expepi output
print.episplineDensity

Print method for episplineDensity objects.
setup.softinfo

Set up softinfo for exponential epi-splines.
episplineDensity-internal

Internal Epispline Functions
preprocess.data

Preprocess data to construct epiparameters.
expepi

Fit density estimate by exponential epi-splines.
setup.optargs

Set up arguments for global and local optimization programs
plot.episplineDensity

Plot an exponential epi-spline density esimate