Maximum Approximate Bernstein/Beta Likelihood Estimation


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Documentation for package ‘mable’ version 4.1.1

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chicken.embryo Chicken Embryo Data
chpt.exp Exponential change-point
copula2d Some Bivariate Copulas
copula2d.cond Some Parametric Conditional Bivariate Copulas
corr.hellinger Bhattacharyya coefficient and Hellinger correlation
cosmesis Breast cosmesis data
d2dcop.asym Some Bivariate Copulas
dcopula Some Bivariate Copulas
dcopula.cond Some Parametric Conditional Bivariate Copulas
dmixbeta Mixture Beta Distribution
dmixmvbeta Multivariate Mixture Beta Distribution
dtmixbeta Exponentially Tilted Mixture Beta Distribution
hellcorr Estimate of Hellinger Correlation between two random variables and Bootstrap
mable Maximum Approximate Bernstein Likelihood Estimate of Univariate or Multivariate Density Function
mable.aft Mable fit of Accelerated Failure Time Model
mable.copula Maximum Approximate Bernstein Likelihood Estimate of Copula Density Function
mable.ctrl Control parameters for mable fit
mable.decon Mable deconvolution with a known error density
mable.dr MABLE in Desnity Ratio Model
mable.dr.group Mable fit of the density ratio model based on grouped data
mable.group Mable fit of one-sample grouped data by an optimal or a preselected model degree
mable.hellcorr Estimate of Hellinger Correlation between two random variables and Bootstrap
mable.ic Mable fit based on one-sample interval censored data
mable.mvar Maximum Approximate Bernstein Likelihood Estimate of Multivariate Density Function
mable.ph Mable fit of Cox's proportional hazards regression model
mable.po Mable fit of proportional odds rate regression model
mable.reg Mable fit of semiparametric regression model based on interval censored data
made.copula Minimum Approximate Distance Estimate of Copula Density
made.density Minimum Approximate Distance Estimate of Density Function with an optimal model degree
made.mvar Minimum Approximate Distance Estimate of Multivariate Density Function
madem.copula Minimum Approximate Distance Estimate of Copula with given model degrees
madem.density Minimum Approximate Distance Estimate of univariate Density Function with given model degree(s)
maple.aft Mable fit of AFT model with given regression coefficients
maple.dr Maximum approximate profile likelihood estimate of the density ratio model
maple.dr.group Maximum approximate profile likelihood estimate of the density ratio model for grouped data with given regression coefficients
maple.ph Mable fit of the PH model with given regression coefficients
maple.po Mable fit of the PO model with given regression coefficients
marginal.p The mixing proportions of marginal distribution from the mixture of multivariate beta distribution
mvecdf Multivariate empirical cumulative distribution evaluated at sample data
mvpbeta Component Beta cumulative distribution functions of the Bernstein polynomial model
optim.gcp Choosing optimal model degree by gamma change-point method
optimable mable with degree selected by the method of moment and method of mode
p2dcop.asym Some Bivariate Copulas
pancreas Pancreatic Cancer Biomarker Data
pcopula Some Bivariate Copulas
pcopula.cond Some Parametric Conditional Bivariate Copulas
plot.mable Plot mathod for class 'mable'
plot.mable_reg Plot mathod for class 'mable_reg'
pmixbeta Mixture Beta Distribution
pmixmvbeta Multivariate Mixture Beta Distribution
ptmixbeta Exponentially Tilted Mixture Beta Distribution
qcopula.cond Some Parametric Conditional Bivariate Copulas
qmixbeta Mixture Beta Distribution
qtmixbeta Exponentially Tilted Mixture Beta Distribution
r2dcop.asym Some Bivariate Copulas
rcopula Some Bivariate Copulas
rcopula.cond Some Parametric Conditional Bivariate Copulas
rmixbeta Mixture Beta Distribution
rmixmvbeta Multivariate Mixture Beta Distribution
rtmixbeta Exponentially Tilted Mixture Beta Distribution
se.coef.dr Standard errors of coefficients in density ratio model
summary.mable Summary mathods for classes 'mable' and 'mable_reg'
summary.mable_reg Summary mathods for classes 'mable' and 'mable_reg'
umc.mat Matrix of the uniform marginal constraints
Vaal.Flow Vaal River Annual Flow Data
weib.gpo Generalized PO model with Weibull baseline