Dear R-Users,
my dataset contains timeseries that are structured into task-specific
epochs as labelled by a factor and a boolean variable for labelling each
data-point within the series as artefact or non-artefact.
Now there's no problem in addressing continuous task-specific
time-series that are free from artefacts as long as artefacts extend to
either boundary of adjacent timeseries but how can I individually select
e.g. two time-series within each task, if valid, i.e. artefact-free data
is split by artefacts that are constricted to the middle of a task?
let me give an example;
selecting the specific non-artefact timeseries works well here:
data task artefact
1 ... ... ...
2 6046.9 task01 FALSE
3 6108.4 task02 FALSE
4 6123.3 task02 FALSE
5 6091.1 task02 FALSE
6 6118.4 task02 FALSE
7 6086.1 task02 FALSE
8 6090.5 task02 TRUE
9 6067.5 task02 TRUE
10 6215.9 task02 TRUE
11 6128.8 task02 TRUE
12 6136.7 task02 TRUE
13 6052.3 task03 TRUE
14 ... ... ...
in which case selecting data by the criterion of task=="task02" &
artefact==FALSE would yield a valid continuous selection ranging from
line 3 to line 7 whereas in:
data task artefact
1 ... ... ...
2 6046.9 task01 FALSE
3 6108.4 task02 FALSE
4 6123.3 task02 FALSE
5 6091.1 task02 TRUE
6 6118.4 task02 TRUE
7 6086.1 task02 TRUE
8 6090.5 task02 TRUE
9 6067.5 task02 TRUE
10 6215.9 task02 FALSE
11 6128.8 task02 FALSE
12 6136.7 task02 FALSE
13 6052.3 task03 FALSE
14 ... ... ...
the same command would select data from lines 3 to 4 and then catenate
those values with data from lines 10 to 12, producing unspecific signal
change between lines 4 and 10.
Would any of you see a straightforward approach to individually select
the artefact-free epochs from the second example?
Help would be greatly appreciated!!!
Kind regards,
Alexander Holik
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