simplexreg: Regression Analysis of Proportional Data Using Simplex Distribution

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Simplex density, distribution, quantile functions as well as random variable generation of the simplex distribution are given. Regression analysis of proportional data using various kinds of simplex models is available. In addition, GEE method can be applied to longitudinal data to model the correlation. Residual analysis is also involved. Some subroutines are written in C with GNU Scientific Library (GSL) so as to facilitate the computation.

Author
Peng Zhang, Zhengguo Qiu and Chengchun Shi
Date of publication
2016-08-03 10:10:03
Maintainer
Peng Zhang <pengz@zju.edu.cn>
License
GPL-2
Version
1.3

View on CRAN

Man pages

plot.simplexreg
Plots for simplexreg Objects
predict.simplexreg
Prediction Method for simplexreg Objects
residuals.simplexreg
Extract residuals for simplexreg Objects
retinal
Data on recorded decay of intraocular gas in complex retinal...
sdac
Data on Autologous Peripheral Blood Stem Cell Transplants in...
simplex
The Simplex Distribution Functions
simplexreg
Simplex Generalized Linear Model Regression Function
simplexreg.control
Control Parameters for Simplex Regression
summary.simplexreg
Extracting Information from Objects simplexreg

Files in this package

simplexreg
simplexreg/inst
simplexreg/inst/CITATION
simplexreg/src
simplexreg/src/sim.gee.cpp
simplexreg/src/Makevars
simplexreg/NAMESPACE
simplexreg/data
simplexreg/data/retinal.rda
simplexreg/data/sdac.rda
simplexreg/R
simplexreg/R/INV.R
simplexreg/R/gf2.R
simplexreg/R/rIG.R
simplexreg/R/gfd1.R
simplexreg/R/dd.R
simplexreg/R/gf4.R
simplexreg/R/uu.R
simplexreg/R/gf3.R
simplexreg/R/simglm1.R
simplexreg/R/gfd3.R
simplexreg/R/rsim.R
simplexreg/R/hf2.R
simplexreg/R/psim.norm.R
simplexreg/R/gfd4.R
simplexreg/R/gfd2.R
simplexreg/R/hf1.R
simplexreg/R/var.sim.R
simplexreg/R/vf.R
simplexreg/R/qsim.norm.R
simplexreg/R/hf4.R
simplexreg/R/simplexreg.fit.R
simplexreg/R/dsim.R
simplexreg/R/simplexgee.R
simplexreg/R/simplexreg.R
simplexreg/R/gf1.R
simplexreg/R/Vfun.R
simplexreg/R/rMIG.R
simplexreg/R/pp.R
simplexreg/R/simglm2.R
simplexreg/R/hf3.R
simplexreg/R/psim.R
simplexreg/R/qsim.R
simplexreg/MD5
simplexreg/DESCRIPTION
simplexreg/man
simplexreg/man/simplexreg.control.Rd
simplexreg/man/plot.simplexreg.Rd
simplexreg/man/simplex.Rd
simplexreg/man/simplexreg.Rd
simplexreg/man/predict.simplexreg.Rd
simplexreg/man/retinal.Rd
simplexreg/man/sdac.Rd
simplexreg/man/summary.simplexreg.Rd
simplexreg/man/residuals.simplexreg.Rd