CRAN/E | lax

lax

Loglikelihood Adjustment for Extreme Value Models

Installation

About

Performs adjusted inferences based on model objects fitted, using maximum likelihood estimation, by the extreme value analysis packages 'eva' , 'evd' , 'evir' , 'extRemes' , 'fExtremes' , 'ismev' , 'mev' , 'POT' and 'texmex' . Adjusted standard errors and an adjusted loglikelihood are provided, using the 'chandwich' package and the object-oriented features of the 'sandwich' package . The adjustment is based on a robust sandwich estimator of the parameter covariance matrix, based on the methodology in Chandler and Bate (2007) doi:10.1093/biomet/asm015. This can be used for cluster correlated data when interest lies in the parameters of the marginal distributions, or for performing inferences that are robust to certain types of model misspecification. Univariate extreme value models, including regression models, are supported.

paulnorthrop.github.io/lax/
github.com/paulnorthrop/lax
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Version 1.2.3
R ≥ 3.3.0
Published 2024-02-25 64 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Paul J. Northrop

p.northrop@ucl.ac.uk

Authors

Paul J. Northrop

aut / cre / cph

Camellia Yin

aut / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

An overview of lax

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

lax archive

Depends

R ≥ 3.3.0

Imports

chandwich
exdex
graphics
numDeriv
revdbayes
sandwich
stats
utils

Suggests

distillery
eva
evd
evir
extRemes
fExtremes
ismev
knitr
mev
POT
rmarkdown
testthat
texmex

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