gower: Gower distance.

In BAT: Biodiversity Assessment Tools

Gower distance.

Description

Calculates Gower distances between observations.

Usage

gower(trait, convert = NULL, weight = NULL)

Arguments

trait	A species x traits matrix or data.frame.
convert	A vector of column numbers, usually categorical variables, to be converted to dummy variables.
weight	A vector of column numbers with weights for each variable. Its length must be equal to the number of columns in trait.

Details

The Gower distance allows continuous, ordinal, categorical or binary variables, with possible weighting (Pavoine et al. 2009). NAs are allowed as long as each pair of species has at least one trait value in common. If convert is given the algorithm will convert these column numbers to dummy variables. Otherwise it will convert all columns with factors or characters as values.

Value

A dist object with pairwise distances between species.

References

Pavoine et al. (2009) On the challenge of treating various types of variables: application for improving the measurement of functional diversity. Oikos, 118: 391-402.

Examples

trait = data.frame(body = c(NA,2,3,4,4), beak = c(1,1,1,1,2))
gower(trait)
gower(trait, weight = c(1, 0))

BAT documentation built on May 29, 2024, 7:35 a.m.