Last data update: 2014.03.03

GLDreg

Package: GLDreg
Type: Package
Title: Fit GLD Regression Model and GLD Quantile Regression Model to
Empirical Data
Version: 1.0.3
Date: 2015-07-04
Author: Steve Su, with contributions from: R core team for qqgld.default function.
Maintainer: Steve Su <allegro.su@gmail.com>
Depends: GLDEX (>= 2.0.0.1), grDevices, graphics, stats
Suggests: MASS, quantreg
Description: Owing to the rich shapes of GLDs, GLD standard/quantile regression is a competitive flexible model compared to standard/quantile regression. The proposed method has some major advantages: 1) it provides a reference line which is very robust to outliers with the attractive property of zero mean residuals and 2) it gives a unified, elegant quantile regression model from the reference line with smooth regression coefficients across different quantiles. The goodness of fit of the proposed model can be assessed via QQ plots and the Kolmogorov-Smirnov test, to ensure the appropriateness of the statistical inference under consideration. Statistical distributions of coefficients of the GLD regression line are obtained using simulation, and interval estimates are obtained directly from simulated data.
License: GPL (>= 3)
NeedsCompilation: no
Packaged: 2015-07-04 09:17:29 UTC; Steve
Repository: CRAN
Date/Publication: 2015-07-04 15:33:00

8 images, 9 functions, 0 datasets
● Reverse Depends: 0

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'GLDreg' ...
** package 'GLDreg' successfully unpacked and MD5 sums checked
** R
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'GLDreg'
    finding HTML links ... done
    GLD.lm                                  html  
    finding level-2 HTML links ... done

    GLD.lm.full                             html  
    GLD.quantreg                            html  
    GLDreg-package                          html  
    fittingfunctionsGLDreg                  html  
    fun.mean.convert                        html  
    fun.plot.q                              html  
    qqgld.default                           html  
    summaryGraphics.gld.lm                  html  
** building package indices
** testing if installed package can be loaded
* DONE (GLDreg)
Making 'packages.html' ... done