brglm: lizards – R documentation

Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

lizards

Habitat Preferences of Lizards

Description

The lizards data frame has 23 rows and 6 columns. Variables grahami and opalinus are counts of two lizard species at two different perch heights, two different perch diameters, in sun and in shade, at three times of day.

Usage

data(lizards)

Format

This data frame contains the following columns:

grahami: count of grahami lizards
opalinus: count of opalinus lizards
height: a factor with levels "<5ft", ">=5ft"
diameter: a factor with levels "<=2in", ">2in"
light: a factor with levels "sunny", "shady"
time: a factor with levels "early", "midday", "late"

Source

McCullagh, P. and Nelder, J. A. (1989) Generalized Linear Models (2nd Edition). London: Chapman and Hall.

Originally from

Schoener, T. W. (1970) Nonsynchronous spatial overlap of lizards in patchy habitats. Ecology 51, 408–418.

Examples

data(lizards)
glm(cbind(grahami, opalinus) ~ height + diameter + light + time,
    family = binomial, data=lizards)
brglm(cbind(grahami, opalinus) ~ height + diameter + light + time,
    family = binomial, data=lizards)

brglm

Bias Reduction in Binomial-Response Generalized Linear Models

v0.7.2

GPL (>= 2)

Authors

Ioannis Kosmidis [aut, cre] (<https://orcid.org/0000-0003-1556-0302>)

Initial release