Package: india 0.1-4

Felipe Osorio

india: Influence Diagnostics in Statistical Models

Set of routines for influence diagnostics by using case-deletion in ordinary least squares, nonlinear regression [Ross (1987). <doi:10.2307/3315198>], ridge estimation [Walker and Birch (1988). <doi:10.1080/00401706.1988.10488370>] and least absolute deviations (LAD) regression [Sun and Wei (2004). <doi:10.1016/j.spl.2003.08.018>].

Authors:Felipe Osorio [aut, cre]

india_0.1-4.tar.gz
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india_0.1-4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
india/json (API)

# Install 'india' in R:
install.packages('india', repos = c('https://faosorios.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/faosorios/india/issues

Datasets:

On CRAN:

Conda:

cooks-distanceleverageslikelihood-displacementoutlier-detectionoutliers

3.18 score 1 stars 400 downloads 6 exports 2 dependencies

Last updated from:bce6b71a0f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK148
linux-devel-x86_64OK102
source / vignettesOK160
linux-release-arm64OK149
linux-release-x86_64OK104
macos-release-arm64OK96
macos-release-x86_64OK306
macos-oldrel-arm64OK95
macos-oldrel-x86_64OK277
windows-develOK98
windows-releaseOK83
windows-oldrelOK79
wasm-releaseOK86

Exports:cooks.distance.ridgeenvelopeleverageslogLik.displacementrelative.conditionrquantile

Dependencies:fastmatrixL1pack

Readme and manuals

Help Manual

Help pageTopics
Aircraft dataaircraft
Cook's distancescooks.distance.lad cooks.distance.nls cooks.distance.ols cooks.distance.ridge
QQ-plot of residuals with simulated envelopeenvelope envelope.lad envelope.lm envelope.nls envelope.ols envelope.ridge
Leverageshatvalues.ols hatvalues.ridge leverages leverages.lm leverages.nls leverages.ols leverages.ridge
Likelihood DisplacementlogLik.displacement logLik.displacement.lad logLik.displacement.lm logLik.displacement.nls logLik.displacement.ols logLik.displacement.ridge
Portland cement datasetportland
Relative change in the condition numberrelative.condition
Randomized quantile residualsrquantile rquantile.lad rquantile.lm rquantile.nls rquantile.ols rquantile.ridge
Skeena River sockeye salmon dataskeena