TSE_to_STS: Converting TSE data into STS (state sequences) format.

In TraMineRextras: TraMineR Extension

Converting TSE data into STS (state sequences) format.

Description

Conversion from TSE (time stamped event sequences) vertical format into STS (state sequences) data format.

Usage

TSE_to_STS(seqdata, id = 1, timestamp = 2, event = 3, stm = NULL, tmin = 1,
    tmax = NULL, firstState = "None")

Arguments

seqdata	a data frame or matrix with event sequence data in TSE format.
id	Name or index of the column containing the id's of the sequences.
timestamp	Name or index of the column containing the timestamps of the events.
event	Name or index of the column containing the events.
stm	An event to state transition matrix (See seqe2stm).
tmin	Integer. Starting time of the state sequence.
tmax	Integer. Ending time of the state sequence.
firstState	Character. The name of the state before any events has occurred.

Details

Convert TSE (time stamped event sequences) data into STS (state sequences) format. By default, the states are defined has the combination of events that already occurred. Different schemes may be specified using function seqe2stm and the stm argument.

Value

A data.frame with the sequences in STS format.

Note

This function is a pre-release and further testing is still needed, please report any problems.

Author(s)

Matthias Studer

References

Ritschard, G., Gabadinho, A., Studer, M. & Müller, N.S. (2009), "Converting between various sequence representations", In Ras, Z. & Dardzinska, A. (eds) Advances in Data Management. Series: Studies in Computational Intelligence. Volume 223, pp. 155-175. Berlin: Springer.

See Also

See Also seqe2stm, seqformat.

Examples

data(actcal.tse)
events <- c("PartTime", "NoActivity", "FullTime", "LowPartTime")
## Dropping all previous events.
stm <- seqe2stm(events, dropList=list(PartTime=events[-1],
   NoActivity=events[-2], FullTime=events[-3], LowPartTime=events[-4]))
mysts <- TSE_to_STS(actcal.tse[1:100,], id=1, timestamp=2, event=3,
   stm=stm, tmin=1, tmax=12, firstState="None")

TraMineRextras documentation built on Sept. 11, 2024, 6:52 p.m.