negbinomial

the dispersion parameter (must be positive).

theta

the link function, as a character string, name, or one-element character vector, specifying one of <code>log</code>, <code>sqrt</code>, or <code>identity</code>, or an object of class &#8220;<code><a rd-options="=family" href="/link/link-glm?package=ngspatial&version=1.2-2&to=%3Dfamily" data-mini-rdoc="=family::link-glm">link-glm</a></code>&#8221;

link

Provides the information required to apply a sparse SGLMM to conditionally negative binomial outcomes.

Provides tools for analyzing spatial data, especially non-
Gaussian areal data. The current version supports the sparse restricted
spatial regression model of Hughes and Haran (2013) <DOI:10.1111/j.1467-9868.2012.01041.x>,
the centered autologistic model of Caragea and Kaiser (2009) <DOI:10.1198/jabes.2009.07032>,
and the Bayesian spatial filtering model of Hughes (2017) <arXiv:1706.04651>.

John Hughes

ngspatial

Fitting the Centered Autologistic and Sparse Spatial Generalized
Linear Mixed Models for Areal Data

negbinomial function

the link function, as a character string, name, or one-element character vector, specifying one of <code>log</code>, <code>sqrt</code>, or <code>identity</code>, or an object of class &#8220;<code><a rd-options='=family' href='link-glm'>link-glm</a></code>&#8221;

negbinomial: Family function for negative binomial GLMs.

Description

Usage

Arguments

Value