Event Conversion for Time-to-Event Data
Convert a two-column data matrix with event time and event code into multiple column event time with one event in each column
event.convert(data2, event.time = 1, event.code = 2)
data2 |
a matrix or dataframe with at least 2 columns; by default, the first column contains the event time and the second column contains the k event codes (e.g. 1=dead, 0=censord) |
event.time |
the column number in data contains the event time |
event.code |
the column number in data contains the event code |
In the survival analysis, the data typically come in two
columns: one column containing survival time and the other
containing censoring indicator or event code. The
event.convert
function converts this type of data into
multiple columns of event times, one column of each event
type, suitable for the event.chart
function.
J. Jack Lee and Kenneth R. Hess
Department of Biostatistics
University of Texas
M.D. Anderson Cancer Center
Houston, TX 77030
jjlee@mdanderson.org, khess@mdanderson.org
Joel A. Dubin
Department of Statistics
University of Waterloo
jdubin@uwaterloo.ca
# To convert coded time-to-event data, then, draw an event chart: surv.time <- c(5,6,3,1,2) cens.ind <- c(1,0,1,1,0) surv.data <- cbind(surv.time,cens.ind) event.data <- event.convert(surv.data) event.chart(cbind(rep(0,5),event.data),x.julian=TRUE,x.reference=1)
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