Package: simplexreg 1.3

simplexreg: Regression Analysis of Proportional Data Using Simplex Distribution

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.

Authors:Peng Zhang, Zhengguo Qiu and Chengchun Shi

simplexreg_1.3.tar.gz
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simplexreg.pdf |simplexreg.html
simplexreg/json (API)

# Install 'simplexreg' in R:
install.packages('simplexreg', repos = c('https://pengyan2000.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3
Datasets:
  • retinal - Data on recorded decay of intraocular gas in complex retinal surgeries
  • sdac - Data on Autologous Peripheral Blood Stem Cell Transplants in Alberta Health Service

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.45 score 28 scripts 172 downloads 19 exports 2 dependencies

Last updated 8 years agofrom:05b233c08c. Checks:OK: 7 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 21 2024
R-4.5-win-x86_64NOTEOct 21 2024
R-4.5-linux-x86_64NOTEOct 21 2024
R-4.4-win-x86_64OKOct 21 2024
R-4.4-mac-x86_64OKOct 21 2024
R-4.4-mac-aarch64OKOct 21 2024
R-4.3-win-x86_64OKOct 21 2024
R-4.3-mac-x86_64OKOct 21 2024
R-4.3-mac-aarch64OKOct 21 2024

Exports:coef.simplexregdsimplexlogLik.simplexregnobs.simplexregplot.simplexregpredict.simplexregprint.simplexregprint.summary.simplexregpsimplexpsimplex.normqsimplexqsimplex.normresiduals.simplexregrsimplexsimplexregsimplexreg.controlsimplexreg.fitsummary.simplexregvcov.simplexreg

Dependencies:Formulaplotrix

Readme and manuals

Help Manual

Help pageTopics
Plots for simplexreg Objectsplot.simplexreg
Prediction Method for simplexreg Objectspredict.simplexreg
Extract residuals for simplexreg Objectsresiduals.simplexreg
Data on recorded decay of intraocular gas in complex retinal surgeriesretinal
Data on Autologous Peripheral Blood Stem Cell Transplants in Alberta Health Servicesdac
The Simplex Distribution Functionsdsimplex psimplex psimplex.norm qsimplex qsimplex.norm rsimplex
Simplex Generalized Linear Model Regression Functionprint.simplexreg simplexreg simplexreg.fit
Control Parameters for Simplex Regressionsimplexreg.control
Extracting Information from Objects simplexregAIC.simplexreg BIC.simplexreg coef.simplexreg logLik.simplexreg nobs.simplexreg print.summary.simplexreg summary.simplexreg vcov.simplexreg