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bda (version 18.2.2)

Binned Data Analysis

Description

Algorithms developed for binned data analysis, gene expression data analysis and measurement error models for ordinal data analysis.

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Version

Install

install.packages('bda')

Monthly Downloads

638

Version

18.2.2

License

Unlimited

Maintainer

Bin Wang

Last Published

March 12th, 2024

Functions in bda (18.2.2)

fit.PRO

Fitting distributions to Patient-reported Outcome Data
fit.FSD

Fitting firm size-age distributions
FSD

Firm size data
fit.GBP

Fitting Mixture Model of Generalized Beta and Pareto
wkde

Compute a Binned Kernel Density Estimate for Weighted Data
fnm

Distribution of Two Finite Gaussian Mixtures
fit.lognormal

Fitting log-normal distributions
lpsmooth

non-parametric regression
mediation.test

The Sobel mediation test
mlnorm

The mixed lognormal distribution
mnorm

The mixed normal distribution
lps.variance

compute the variance of the local polynomial regression function
bootPRO

Effectiveness Evaluation based on PROs with bootstrapping method
bootkde

Density estimation for data with rounding errors
pro.test

Test effectiveness based on PROs
bda

Binned (Grouped) Data Analysis
binning

Data Binning
fit.Pareto

Fit a Pareto Distribution to Binned Data
EUFirmSize

Firm size data of 10 EU countries
ImportFSD

Import Firm Size and Firm Age Data
ZipfPlot

Draw Zipf Plot
Zipf.Normalize

Zipf Normalization
VAS

Algorithms for Visual Analogue Scales
Pareto

The Pareto distribution
BreastCancer

Breast Cancer Data
Pain

Pain data
ofc

occipitofrontal head circumference data