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Diagnostic Analysis Using Forward Search Procedure for Various Models

Installation

About

Identifies potential data outliers and their impact on estimates and analyses. Uses the forward search approach of Atkinson and Riani, "Robust Diagnostic Regression Analysis", 2000, to prepare descriptive statistics of a dataset that is to be analyzed by stats::lm(), stats::glm(), stats::nls(), nlme::lme() or survival::coxph(). Includes graphics functions to display the descriptive statistics.

System requirements gmp (>= 4.1)

Key Metrics

Version 6.0.0
R ≥ 4.2
Published 2024-03-31 167 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks forsearch results

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Maintainer

Maintainer

William Fairweather

[email protected]

Authors

William Fairweather

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Exploring the Search History
How Many Observations are Needed and Where Do We Get Them?
Quality control of the dataset using the forward search

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

forsearch archive

Depends

R ≥ 4.2

Imports

Hmisc ≥ 4.7-0
Cairo ≥ 1.6-0
formula.tools ≥ 1.7.0
ggplot2 ≥ 3.4.0
nlme ≥ 3.1-157
survival ≥ 3.4
tibble ≥ 3.1.8

Suggests

rmarkdown
knitr