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bda (version 2.0.11-4)

Density Estimation for Binned/Weighted Data

Description

This package collects algorithms/functions developed for density estimation based on weighted or pre-binned data.

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Version

Install

install.packages('bda')

Monthly Downloads

1,010

Version

2.0.11-4

License

Unlimited

Maintainer

Bin Wang

Last Published

November 4th, 2012

Functions in bda (2.0.11-4)

pcb

To compute the pointwise confidence bands.
edf

To compute the empirical distribution function.
bootkde

To compute a bootstrap kernel density estimate
histogram

Draw histogram based on data with rounding errors
histospline

Fit smoothed KDE to binned data.
zr

occipitofrontal head circumference data
mixnorm

The mixed normal distribution
lprde

Density Estimation for Weighted Data via Non-parametric Regression
perm.test

To perform a permutation test to compare two samples/populations.
wkde

Compute a Binned Kernel Density Estimate for Weighted Data
smkde

Fit smoothed KDE to binned data.
gof

To perform goodness-of-fit test.
biased

Biasing Functions
mediation.test

The Sobel mediation test
bfmm

To fit a finite mixture model to binned data.