Package: india 0.1

india: Influence Diagnostics in Statistical Models

Set of routines for influence diagnostics by using case-deletion in ordinary least squares, 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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india.pdf |india.html
india/json (API)

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

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

4 exports 0.09 score 2 dependencies 204 downloads

Last updated 11 months agofrom:7e15a9dfe1. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 31 2024
R-4.5-winNOTEAug 31 2024
R-4.5-linuxNOTEAug 31 2024
R-4.4-winOKAug 31 2024
R-4.4-macOKAug 31 2024
R-4.3-winOKAug 31 2024
R-4.3-macOKAug 31 2024

Exports:cooks.distance.ridgeleverageslogLik.displacementrelative.condition

Dependencies:fastmatrixL1pack

Readme and manuals

Help Manual

Help pageTopics
Cook's distancescooks.distance.lad cooks.distance.ols cooks.distance.ridge
Leverageshatvalues.ols hatvalues.ridge leverages leverages.lm leverages.ols leverages.ridge
Likelihood DisplacementlogLik.displacement logLik.displacement.lad logLik.displacement.lm logLik.displacement.ols logLik.displacement.ridge
Portland cement datasetportland
Relative change in the condition numberrelative.condition