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bda (version 10.1.9)

Density Estimation for Grouped Data

Description

Functions for density estimation based on grouped data, and next-generation gene expression data.

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Version

Install

install.packages('bda')

Monthly Downloads

1,416

Version

10.1.9

License

Unlimited

Maintainer

Bin Wang

Last Published

January 5th, 2018

Functions in bda (10.1.9)

fit.GLD.FMKL

Fitting FMKL GLD
gwd

The Exponentiated Weibull Distribution
perm.test.NGS

A permutation test for DEG detection
roc

Receiver operating characteristic (ROC)
ofc

occipitofrontal head circumference data
ppower

Compute the power of an ANOVA-type test for proportions
metamean.test

Test Equal Means
normalize.NGS

To normalize a NGS profile using the mixture model method
bda

Binned Data Analysis
bde

Density Estimation for Binned Data
ld50.logit

Predict Doses for Binomial Assay model (using counts)
ld50.logitfit

Predict Doses for Binomial Assay model (using counts)
fit.lognormal

Fit a log-normal distribution to (binned) NGS data
fit.NGS

Fit a Normal Mixture Model to binned NGS data
fit.nmix.copula

Fit a Bivariate Copula Based on Normal Mixture Model for NGS data
fit.GB

Fitting GB
ewd

The Exponentiated Weibull Distribution
gld

The mixed normal distribution
binning

Data Binning
GB

Generalized Beta Distribution
hhi

Mobile 2010 Household income
laplace

The Laplace (Double Exponential) Distribution
oddsratio

Odds Ratio and Relative Risk
compare

Compare two or more samples
lpsmooth

non-parametric regression
lps.variance

compute the variance of the local polynomial regression function
mediation.test

The Sobel mediation test
mixnorm

The mixed normal distribution
cusum

Cumulative Sum Control Chart.
eda

Exploratory Data Analysis (EDA)
robot

Robot surgery.
zr

occipitofrontal head circumference data
fit.Weibull

Two-parameter Weibull Distribution Maximum Likelihood Estimation
gof

Goodness of fit test
deg.NGS

A test of DEG detection
Dagum

The Dagum Distribution
fit.mixnorm

Fit a Normal Mixture Model to binned data
bin.NGS

Bin NGS data