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-x86_64)india_0.1-4.tgz(r-4.6-arm64)india_0.1-4.tgz(r-4.5-x86_64)india_0.1-4.tgz(r-4.5-arm64)
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india_0.1-4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
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:

aircraft - Aircraft data
portland - Portland cement dataset
skeena - Skeena River sockeye salmon data

On CRAN:

cooks-distance leverages likelihood-displacement outlier-detection outliers

3.18 score 1 stars 500 downloads 6 exports 2 dependencies

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

Target	Result	Time
linux-devel-arm64	OK	108
linux-devel-x86_64	OK	160
source / vignettes	OK	150
linux-release-arm64	OK	135
linux-release-x86_64	OK	113
macos-release-arm64	OK	144
macos-release-x86_64	OK	307
macos-oldrel-arm64	OK	152
macos-oldrel-x86_64	OK	352
windows-devel	OK	91
windows-release	OK	71
windows-oldrel	OK	73
wasm-release	OK	86

Exports:cooks.distance.ridge envelope leverages logLik.displacement relative.condition rquantile

Dependencies:fastmatrix L1pack

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Aircraft data	aircraft
Cook's distances	cooks.distance.lad cooks.distance.nls cooks.distance.ols cooks.distance.ridge
QQ-plot of residuals with simulated envelope	envelope envelope.lad envelope.lm envelope.nls envelope.ols envelope.ridge
Leverages	hatvalues.ols hatvalues.ridge leverages leverages.lm leverages.nls leverages.ols leverages.ridge
Likelihood Displacement	logLik.displacement logLik.displacement.lad logLik.displacement.lm logLik.displacement.nls logLik.displacement.ols logLik.displacement.ridge
Portland cement dataset	portland
Relative change in the condition number	relative.condition
Randomized quantile residuals	rquantile rquantile.lad rquantile.lm rquantile.nls rquantile.ols rquantile.ridge
Skeena River sockeye salmon data	skeena