[R] Extracting values from Surv function in survival package
Dennis Fisher
||@her @end|ng |rom p|e@@th@n@com
Wed May 15 22:41:41 CEST 2024
OS X
R 4.3.3
Colleagues
I have created objects using the Surv function in the survival package:
> FIT.1
Call: survfit(formula = FORMULA1)
n events median 0.95LCL 0.95UCL
SUBDATA$ARM=1, SUBDATA[, EXP.STRAT]=0 18 13 345 156 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=1 13 5 NA 186 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=2 5 5 168 81 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=3 1 1 22 NA NA
I am interested in extracting the “n” and “events” values.
“n” is easy:
> FIT.1[[1]]
[1] 18 13 5 1
or
> FIT.1$n
[1] 18 13 5 1
But I can’t figure out how to access “events”.
str(FIT.1) provides no insights:
List of 17
$ n : int [1:4] 18 13 5 1
$ time : num [1:37] 45 106 107 124 152 156 170 176 319 371 ...
$ n.risk : num [1:37] 18 17 16 15 14 13 12 11 10 9 ...
$ n.event : num [1:37] 1 1 1 1 1 1 1 1 1 1 ...
$ n.censor : num [1:37] 0 0 0 0 0 0 0 0 0 0 ...
$ surv : num [1:37] 0.944 0.889 0.833 0.778 0.722 ...
$ std.err : num [1:37] 0.0572 0.0833 0.1054 0.126 0.1462 ...
$ cumhaz : num [1:37] 0.0556 0.1144 0.1769 0.2435 0.315 ...
$ std.chaz : num [1:37] 0.0556 0.0809 0.1022 0.1221 0.1414 ...
$ strata : Named int [1:4] 18 13 5 1
..- attr(*, "names")= chr [1:4] "SUBDATA$ARM=1, SUBDATA[, EXP.STRAT]=0" "SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=1" "SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=2" "SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=3"
$ type : chr "right"
$ logse : logi TRUE
$ conf.int : num 0.95
$ conf.type: chr "log"
$ lower : num [1:37] 0.844 0.755 0.678 0.608 0.542 ...
$ upper : num [1:37] 1 1 1 0.996 0.962 ...
$ call : language survfit(formula = FORMULA1)
- attr(*, "class")= chr "survfit"
If I could access:
n events median 0.95LCL 0.95UCL
SUBDATA$ARM=1, SUBDATA[, EXP.STRAT]=0 18 13 345 156 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=1 13 5 NA 186 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=2 5 5 168 81 NA
SUBDATA$ARM=2, SUBDATA[, EXP.STRAT]=3 1 1 22 NA NA
it should be easy to get “events”.
Any thoughts?
Dennis
Dennis Fisher MD
P < (The "P Less Than" Company)
Phone / Fax: 1-866-PLessThan (1-866-753-7784)
www.PLessThan.com
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