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mable  

Maximum Approximate Bernstein/Beta Likelihood Estimation
View on CRAN: Click here


Download and install mable package within the R console
Install from CRAN:
install.packages("mable")

Install from Github:
library("remotes")
install_github("cran/mable")

Install by package version:
library("remotes")
install_version("mable", "4.1.1")



Attach the package and use:
library("mable")
Maintained by
Zhong Guan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-28
Latest Update: 2023-08-24
Description:
Fit data from a continuous population with a smooth density on finite interval by an approximate Bernstein polynomial model which is a mixture of certain beta distributions and find maximum approximate Bernstein likelihood estimator of the unknown coefficients. Consequently, maximum likelihood estimates of the unknown density, distribution functions, and more can be obtained. If the support of the density is not the unit interval then transformation can be applied. This is an implementation of the methods proposed by the author of this package published in the Journal of Nonparametric Statistics: Guan (2016) and Guan (2017) . For data with covariates, under some semiparametric regression models such as Cox proportional hazards model and the accelerated failure time model, the baseline survival function can be estimated smoothly based on general interval censored data.
How to cite:
Zhong Guan (2018). mable: Maximum Approximate Bernstein/Beta Likelihood Estimation. R package version 4.1.1, https://cran.r-project.org/web/packages/mable. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2018-07-28 00:20), 2.0.1 (2020-01-23 18:00), 2.0 (2020-01-12 22:50), 2.1.1 (2020-03-21 18:00), 3.0.0 (2021-03-02 18:10), 3.0.1 (2021-04-17 01:20), 3.1.0 (2022-06-07 22:20), 3.1.1 (2022-06-24 01:50), 3.1.3 (2023-08-24 18:20), 4.1.0 (2024-09-28 01:10)
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Complete documentation for mable
Functions, R codes and Examples using the mable R package
Some associated functions: Vaal.Flow . chicken.embryo . cosmesis . dmixbeta . dmixmvbeta . dtmixbeta . mable.aft . mable.ctrl . mable.decon . mable.dr.group . mable.dr . mable.group . mable.ic . mable.mvar . mable . mable.ph . mable.reg . maple.aft . maple.dr.group . maple.dr . maple.ph . marginal.p . momodem . optim.gcp . optimable . pancreas . plot.mable . plot.mable_reg . se.coef.dr . summary.mable . 
Some associated R codes: Full mable package functions and examples
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