⚠️There's a newer version (0.5.4) of this package.Take me there.

msme (version 0.5.1)

Functions and Datasets for "Methods of Statistical Model Estimation".

Description

This package provides functions and datasets from the book "Methods of Statistical Model Estimation".

Copy Link

Version

Install

install.packages('msme')

Monthly Downloads

620

Version

0.5.1

License

GPL-3

Maintainer

Andrew Robinson

Last Published

July 21st, 2014

Functions in msme (0.5.1)

nbinomial

A function to fit negative binomial generalized linear models using maximum likelihood.

P__disp

A function to calculate Pearson Chi2 and its dispersion statistic following glm and glm.nb.

titanic

Titanic passenger survival data

residuals.msme

Function to produce residuals from a model of class msme.

ufc

Upper Flat Creek forest cruise tree data

medpar

US national Medicare inpatient hospital database for Arizona patients.

summary.msme

A summary method for objects of class msme.

heart

Heart surgery outcomes for Canadian patients

plot.ml_g_fit

A plot method for objects of class ml_g_fit.

ml_glm

A function to fit generalized linear models using maximum likelihood.

ml_g

Function to fit linear regression using maximum likelihood.

summary.ml_g_fit

A summary method for objects of class ml_g_fit.

ml_glm2

A function to fit generalized linear models using maximum likelihood.

ml_glm3

A reduced maximum likelihood fitting function that omits null models.

doll

Physician smoking and mortality count data

hatvalues.msme

Function to return the hat matrix of a msme-class model.

irls

Function to fit generalized linear models using IRLS.

alrt

Function to compute asymptotic likelihood ratio test of two models.

rwm5yr

German health registry for the years 1984-1988