cgd {mdhglm} | R Documentation |
CGD Infection Data
Description
The CGD data set presented by Fleming and Harrington (1991) and Therneau and Lumley (2015) consists of a placebo-controlled randomized trial of gamma interferon (rIFN-g) in the treatment of chronic granulomatous disease (CGD). 128 patients from 13 centers were tracked for around 1 year. The number (i.e., cluster size) of patients per center ranged from 4 to 26. The survival times are the recurrent infection times of each patient from the different centers. Censoring occurred at the last observation for all patients, except one, who experienced a serious infection on the data he left the study; in the CGD study about 63 per cent of the data were censored. The recurrent infection times for a given patient are likely to be correlated. However, each patient belongs to one of the 13 centers; hence, the correlation may also be attributed to a center effect.
Usage
data("cgd")
Format
A data frame with 203 observations on the following 16 variables.
id
subjects identifier for 128 patients
center
enrolling center for 13 centers
random
date of randomization
treat
a factor with levels
placebo
andrIFN-g
(gamma interferon)sex
a factor with levels
male
andfemale
age
age in years at study entry
height
height in cm at study entry
weight
weight in kg at study entry
inherit
a factor for pattern of inheritance with levels
X-linked
andautosomal
steroids
use of steroids at study entry with 1 (=yes) and 0(=no)
propylac
use of prophylactic antibiotics at study entry
hos.cat
a factor for centers into 4 goups with levels
US:NIH
,US:other
,Europe:Amsterdam
andEurope:other
tstart
start of each time interval
enum
observation number within subject
tstop
end of each time interval
status
status with 1 for infection and 0 for censoring
References
Fleming, T.R. and Harrington, D.P. (1991). Counting Processes and Survival Analysis. John Wiley and Sons, New York.
Therneau, T. and Lumley, T. (2015). survival: Survival Analysis. R package version 2.38-3.