R Dataset / Package COUNT / fasttrakg

Documentation

On this Picostat.com statistics page, you will find information about the fasttrakg data set which pertains to fasttrakg. The fasttrakg data set is found in the COUNT R package. You can load the fasttrakg data set in R by issuing the following command at the console data("fasttrakg"). This will load the data into a variable called fasttrakg. If R says the fasttrakg data set is not found, you can try installing the package by issuing this command install.packages("COUNT") and then attempt to reload the data. If you need to download R, you can go to the R project website. You can download a CSV (comma separated values) version of the fasttrakg R data set. The size of this file is about 361 bytes.


fasttrakg

Description

Data are from the Canadian National Cardiovascular Disease registry called, FASTRAK. years covered at 1996-1998. They have been grouped by covariate patterns from individual observations.

Usage

data(fasttrakg)

Format

A data frame with 15 observations on the following 9 variables.

die

number died from MI

cases

number of cases with same covariate pattern

anterior

1=anterior site MI; 0=inferior site MI

hcabg

1=history of CABG; 0=no history of CABG

killip

Killip level of cardiac event severity (1-4)age75

1= Age>75; 0=Age<=75

kk1

(1/0) angina; not MI

kk2

(1/0) moderate severity cardiac event

kk3

(1/0) Severe cardiac event

kk4

(1/0) Severe cardiac event; death

Details

fasttrakg is saved as a data frame. Count models use died as response numerator and cases as the demoninator

Source

1996-1998 FASTRAK data, Hoffman-LaRoche Canada, National Health Economics & Research Co.

References

Hilbe, Joseph M (2007, 2011), Negative Binomial Regression, Cambridge University Press Hilbe, Joseph M (2009), Logistic Regression Models, Chapman & Hall/CRC Hilbe, Joseph M (2014), Modeling Count Data, Cambridge University Press

Examples

library(MASS)
data(fasttrakg)
glmfp <- glm(die ~ anterior + factor(killip) + offset(log(cases)), family=poisson, data=fasttrakg)
summary(glmfp)
exp(coef(glmfp))
--

Dataset imported from https://www.r-project.org.

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Attachment Size
dataset-76979.csv 361 bytes
Dataset License
GNU General Public License v2.0
Documentation License
GNU General Public License v2.0