binsmooth: Generate PDFs and CDFs from Binned Data
Version 0.1.0

Provides several methods for generating density functions based on binned data. Data are assumed to be nonnegative, but the bin widths need not be uniform, and the top bin may be unbounded. All PDF smoothing methods maintain the areas specified by the binned data. (Equivalently, all CDF smoothing methods interpolate the points specified by the binned data.) An estimate for the mean of the distribution may be supplied as an optional argument, which greatly improves the reliability of statistics computed from the smoothed density functions. Methods include step function, recursive subdivision, and optimized spline.

Getting started

Package details

AuthorDavid J. Hunter and McKalie Drown
Date of publication2016-08-12 16:46:49
MaintainerDave Hunter <[email protected]>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("binsmooth")

Try the binsmooth package in your browser

Any scripts or data that you put into this service are public.

binsmooth documentation built on May 30, 2017, 4:23 a.m.