aggregate: Aggregate Rankings

In PlackettLuce: Plackett-Luce Models for Rankings

Aggregate Rankings

Description

Aggregate rankings, returning an "aggregated_rankings" object of the unique rankings and their frequencies. The frequencies can be extracted via the function freq().

Usage

## S3 method for class 'rankings'
aggregate(x, freq = NULL, ...)

as.aggregated_rankings(x, ...)

## S3 method for class 'aggregated_rankings'
x[i, j, ..., drop = FALSE, as.aggregated_rankings = TRUE]

freq(x)

Arguments

x	A "rankings" object for aggregate(); an object that can be coerced to a "aggregated_rankings" object for as.aggregated_rankings(), otherwise an "aggregated_rankings" object.
freq	A vector of frequencies for rankings that have been previously aggregated.
...	Additional arguments, currently unused.
i	indices specifying rankings to extract, as for [.
j	indices specifying items to extract, as for [.
drop	if TRUE return single row/column matrices as a vector.
as.aggregated_rankings	if TRUE create an "aggregated_rankings" object from the indexed rankings. Otherwise index the underlying matrix of ranks and return in a data frame with the corresponding frequencies.

Value

A data frame of class "aggregated_rankings", with columns

ranking	A "rankings" object of the unique rankings.
freq	The corresponding frequencies.

Methods are available for rbind() and as.matrix().

See Also

preflib() for an object that can be coerced to an "aggregated_rankings" object.

Examples

# create a rankings object with duplicated rankings
R <- matrix(c(1, 2, 0, 0,
              0, 1, 2, 3,
              2, 1, 1, 0,
              1, 2, 0, 0,
              2, 1, 1, 0,
              1, 0, 3, 2), nrow = 6, byrow = TRUE)
colnames(R) <- c("apple", "banana", "orange", "pear")
R <- as.rankings(R)

# aggregate the rankings
A <- aggregate(R)

# subsetting applies to the rankings, e.g. first two unique rankings
A[1:2]

# (partial) rankings of items 2 to 4 only
A[, 2:4]

# convert to a matrix
as.matrix(A)

# frequencies are automatically used as weights by PlackettLuce()
mod <- PlackettLuce(A)
mod$weights

PlackettLuce documentation built on July 9, 2023, 7:12 p.m.