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forsearch: Diagnostic Analysis Using Forward Search Procedure for Various Models

Identifies potential data outliers and their impact on estimates and analyses. Tool for evaluation of study credibility. Uses the forward search approach of Atkinson and Riani, "Robust Diagnostic Regression Analysis", 2000,<ISBN: o-387-95017-6> to prepare descriptive statistics of a dataset that is to be analyzed by functions lm {stats}, glm {stats}, nls {stats}, lme {nlme}, or coxph {survival}, or their equivalent in another language. Includes graphics functions to display the descriptive statistics.

Version: 6.3.0
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
Published: 2024-11-16
DOI: 10.32614/CRAN.package.forsearch
Author: William Fairweather [aut, cre]
Maintainer: William Fairweather <wrf343 at flowervalleyconsulting.com>
License: GPL (≥ 3)
NeedsCompilation: no
SystemRequirements: gmp (>= 4.1)
Materials: README NEWS
CRAN checks: forsearch results

Documentation:

Reference manual: forsearch.pdf
Vignettes: Exploring the Search History (source, R code)
How Many Observations are Needed and Where Do We Get Them? (source, R code)
Quality control of the dataset using the forward search (source, R code)

Downloads:

Package source: forsearch_6.3.0.tar.gz
Windows binaries: r-devel: forsearch_6.3.0.zip, r-release: forsearch_6.3.0.zip, r-oldrel: forsearch_6.3.0.zip
macOS binaries: r-release (arm64): forsearch_6.3.0.tgz, r-oldrel (arm64): forsearch_6.3.0.tgz, r-release (x86_64): forsearch_6.3.0.tgz, r-oldrel (x86_64): forsearch_6.3.0.tgz
Old sources: forsearch archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.