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bda (version 13.4.13)
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
18.2.2
18.1.2
17.1.2
16.1.3
15.2.5
15.2.2
15.1.7
15.0.2
14.3.19
14.1.4
13.4.13
10.1.9
5.1.6
5.1.3
3.2.0-3
3.1.3-2
2.2.8-8
2.1.4-19
2.1.2-10
2.1.2-8
2.0.12-17
2.0.11-11
2.0.11-4
1.2.7-31
1.1.1-7
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Install
install.packages('bda')
Monthly Downloads
1,571
Version
13.4.13
License
Unlimited
Maintainer
Bin Wang
Last Published
November 9th, 2019
Functions in bda (13.4.13)
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EM.NGS
Fitting Finite Normal Mixture to NGS data
gwd
The Exponentiated Weibull Distribution
Pareto
The Pareto distribution
bin.NGS
Bin NGS data
laplace
The Laplace (Double Exponential) Distribution
hhi
Mobile 2010 Household income
bde
Density Estimation for Binned Data
fitGLD2bdata
Fit FMKL GLD to Binned Data
mixnorm
The mixed normal distribution
eda
Exploratory Data Analysis (EDA)
lps.variance
compute the variance of the local polynomial regression function
deg.NGS
A test of DEG detection
fit.NGS.nmix.copula
Fit a Bivariate Copula Based on Normal Mixture Model for NGS data
gld
The mixed normal distribution
fit.GLD.FMKL
Fitting FMKL GLD
perm.test
A permutation test
binning
Data Binning
LCL
Two selected profiles
compare
Compare two or more samples
zr
occipitofrontal head circumference data
oddsratio
Odds Ratio and Relative Risk
mlorm
The mixed lognormal distribution
fit.mlnorm
Fit a log-normal distribution to (binned) NGS data
fit.GPD
Fit a Generalized Pareto Distribution to Binned Data
fit.FSD
Fit log-normal distributions to firm size data
FSD
Firm size data
gof.test
Goodness of fit test
fit.Weibull
Two-parameter Weibull Distribution Maximum Likelihood Estimation
ofc
occipitofrontal head circumference data
ZipfPlot
The Zipf Plot
fit.lnmix
Fit log-normal distributions to firm size data
fit.NGS
Fit a Normal Mixture Model to binned NGS data
q.test
Q-test
lpsmooth
non-parametric regression
bda
Binned Data Analysis
fit.Pareto
Fit a Pareto Distribution to Binned Data
fit.mixnorm
Fit a Normal Mixture Model to binned data
ewd
The Exponentiated Weibull Distribution
Dagum
The Dagum Distribution
fit.GB
Fitting GB
GB
Generalized Beta Distribution
normalize.NGS
To normalize a NGS profile using the mixture model method
GPD
The Generalize Pareto distribution