R Dataset / Package survival / retinopathy
On this Picostat.com statistics page, you will find information about the retinopathy data set which pertains to Diabetic Retinopathy. The retinopathy data set is found in the survival R package. Try to load the retinopathy data set in R by issuing the following command at the console data("retinopathy"). This may load the data into a variable called retinopathy. If R says the retinopathy data set is not found, you can try installing the package by issuing this command install.packages("survival") and then attempt to reload the data with library("survival") followed by data("retinopathy"). Perhaps strangley, if R gives you no output after entering a command, it means the command succeeded. If it succeeded you can see the data by typing retinopathy at the command-line which should display the entire dataset.
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 retinopathy R data set. The size of this file is about 17,484 bytes.
A trial of laser coagulation as a treatment to delay diabetic retinopathy.
A data frame with 394 observations on the following 9 variables.
The 197 patients in this dataset were a 50% random sample of the patients with "high-risk" diabetic retinopathy as defined by the Diabetic Retinopathy Study (DRS). Each patient had one eye randomized to laser treatment and the other eye received no treatment, and has two observations in the data set. For each eye, the event of interest was the time from initiation of treatment to the time when visual acuity dropped below 5/200 two visits in a row. Thus there is a built-in lag time of approximately 6 months (visits were every 3 months). Survival times in this dataset are the actual time to vision loss in months, minus the minimum possible time to event (6.5 months). Censoring was caused by death, dropout, or end of the study.
W. J. Huster, R. Brookmeyer and S. G. Self (1989). Modelling paired survival data with covariates, Biometrics 45:145-156.
A. L. Blair, D. R. Hadden, J. A. Weaver, D. B. Archer, P. B. Johnston and C. J. Maguire (1976). The 5-year prognosis for vision in diabetes, American Journal of Ophthalmology, 81:383-396.
coxph(Surv(futime, status) ~ type + trt + cluster(id), retinopathy)
Dataset imported from https://www.r-project.org.
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