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robcbi (version 1.1-3)

Conditionally Unbiased Bounded Influence Estimates

Description

Conditionally unbiased bounded influence estimates as described in Kuensch et al. (1989) in three special cases of the generalized linear model: Bernoulli, Binomial, and Poisson distributed responses.

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Version

Install

install.packages('robcbi')

Monthly Downloads

67

Version

1.1-3

License

GPL (>= 2)

Maintainer

A. Randriamiharisoa

Last Published

July 23rd, 2019

Functions in robcbi (1.1-3)

robcbi-package

Robust Fit for Discrete Generalized Linear Model
predict.cubinf

Prediction methods for objects of class "cubinf"
correl

Generic functions for objects of classes "glm" and "cubinf"
robust.print.summaries

Print methods for objects of class "cubinf", "cubinf.i", "summary.cubinf" or "glm.i"
plot.fits.compare

Plots for comparing fits
plot.cubinf

Diagnostic plots for an object of class "cubinf"
cubinf.summaries

Functions required by the corresponding access functions
Finney

Finney data from 'Annals of Eugenics' 1947
cubinf

Conditionally unbiased bounded influence estimates of discrete Generalized Linear Models
QQline

Add a theoretical QQ-line in a plot
cubinf.missing

Missing methods for an object of class "cubinf"
cubinf.control

Control parameters for the function cubinf
Breslow

Breslow Data
fits.compare

Comparison of fits
glm.summaries

Accessor functions for objects the class "glm"