club | R Documentation |
club()
is used to classify obervations using binary procrustes
rotation.
club(
f,
data,
imprecision,
nreps,
normalise_cols,
reorder_obs,
display_progress
)
f |
a formula. |
data |
a data.frame. |
imprecision |
a number indicting the margin of imprecision allowed in classification. |
nreps |
the number of replicates to use in the randomisation test. |
normalise_cols |
a boolean indicating whether to normalise matrix columns. |
reorder_obs |
a string indicating the method for reordering observations to calculate c-values. |
display_progress |
a boolean indictaing whether a progress bar should be displayed. |
an object of class "clubprofit" is a list containing the folllowing components:
a character vector of predicted classifications.
a character vector indicating whether each classification is "correct", "incorrect", or "ambiguous".
the percentage of correct classifications.
the chance of randomly reordered data producing a PCC >= the observed PCC.
a vector of PCCs generated from randomly reordered
data used to calculate cval
.
the matched call.
mod <- club(rate ~ dose, data = caffeine)
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