Description Usage Arguments Value
Plots a line and scatter plot faceted by sequence and cluster with a few visual aids. If it's a permutation, maybe provide the actual clusters so that the theming can work properly. sort the input by outcome to make it faster.
1 2 3 4 5 6 7 8 | faceted.line.plot(
data.dt,
sequence.dt,
cluster.dt,
actual.cluster.dt = NULL,
min.time = 0,
max.time = NULL
)
|
data.dt |
data.table with columns participant, cluster, time, and outcome. Outcome should be continuous. |
sequence.dt |
data.table with information about the sequences, with columns sequence, transition.time, and intervention.time. |
cluster.dt |
data.table with the correspondence between cluster and sequence, with columns cluster and sequence. |
actual.cluster.dt |
This function is partly designed to visualise permutation statistics, if cluster.dt is permuted, then you might provide a similar data.table with the actual correpsondence between cluster and sequence so that the graph can be themed as such (i.e. data colours matching original sequence). |
min.time |
Numeric minimum time on x axis (Default: 0) |
max.time |
Numeric maximum time on x axis, will try to automatically generate from sequence.dt if NULL (Default: NULL) |
A ggplot with data faceted by sequence and cluster.
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