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robcbi (version 1.1-4)

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

1.1-4

License

GPL (>= 2)

Maintainer

A. Randriamiharisoa

Last Published

August 21st, 2023

Functions in robcbi (1.1-4)

fits.compare

Comparison of fits
plot.cubinf

Diagnostic plots for an object of class "cubinf"
plot.fits.compare

Plots for comparing fits
glm.summaries

Accessor functions for objects the class "glm"
Breslow

Breslow Data
Finney

Finney data from 'Annals of Eugenics' 1947
robcbi-package

Robust Fit for Discrete Generalized Linear Model
correl

Generic functions for objects of classes "glm" and "cubinf"
predict.cubinf

Prediction methods for objects of class "cubinf"
robust.print.summaries

Print methods for objects of class "cubinf", "cubinf.i", "summary.cubinf" or "glm.i"
cubinf.control

Control parameters for the function cubinf
cubinf.missing

Missing methods for an object of class "cubinf"
QQline

Add a theoretical QQ-line in a plot
cubinf

Conditionally unbiased bounded influence estimates of discrete Generalized Linear Models
cubinf.summaries

Functions required by the corresponding access functions