Package: india 0.1-5

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_0.1-5.tar.gz
india_0.1-5.zip(r-4.7-x86_64)india_0.1-5.zip(r-4.7-arm64)india_0.1-5.zip(r-4.6-x86_64)india_0.1-5.zip(r-4.6-arm64)india_0.1-5.zip(r-4.5-x86_64)
india_0.1-5.tgz(r-4.6-x86_64)india_0.1-5.tgz(r-4.6-arm64)india_0.1-5.tgz(r-4.5-x86_64)india_0.1-5.tgz(r-4.5-arm64)
india_0.1-5.tar.gz(r-4.7-arm64)india_0.1-5.tar.gz(r-4.7-x86_64)india_0.1-5.tar.gz(r-4.6-arm64)india_0.1-5.tar.gz(r-4.6-x86_64)
india_0.1-5.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:

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

On CRAN:

cooks-distance leverages likelihood-displacement outlier-detection outliers

3.48 score 1 stars 359 downloads 6 exports 2 dependencies

Last updated from:8ab9368bf5. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	100
linux-devel-x86_64	OK	109
source / vignettes	OK	165
linux-release-arm64	OK	95
linux-release-x86_64	OK	107
macos-release-arm64	OK	74
macos-release-x86_64	OK	161
macos-oldrel-arm64	OK	115
macos-oldrel-x86_64	OK	126
windows-devel-arm64	OK	196
windows-devel-x86_64	OK	106
windows-release-arm64	OK	176
windows-release-x86_64	OK	68
windows-oldrel-x86_64	OK	101
wasm-release	OK	93

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.lad hatvalues.ols hatvalues.ridge leverages leverages.lad 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