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]

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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 460 downloads 6 exports 2 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-arm64OK146
linux-devel-x86_64OK82
source / vignettesOK194
linux-release-arm64OK136
linux-release-x86_64OK106
macos-release-arm64OK178
macos-release-x86_64OK331
macos-oldrel-arm64OK169
macos-oldrel-x86_64OK248
windows-develOK76
windows-releaseOK63
windows-oldrelOK113
wasm-releaseOK93

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