Package: MMRcaseselection 0.2.0

MMRcaseselection: Case Classification and Selection Based on Regression Results

Researchers doing a mixed-methods analysis (nested analysis as developed by Lieberman (2005) <doi:10.1017/S0003055405051762>) can use the package for the classification of cases and case selection using results of a linear regression. One can designate cases as typical, deviant, extreme and pathway case and use different case selection strategies for the choice of a case belonging to one of these types.

Authors:Ingo Rohlfing [aut, cre]

MMRcaseselection_0.2.0.tar.gz
MMRcaseselection_0.2.0.zip(r-4.7-any)MMRcaseselection_0.2.0.zip(r-4.6-any)MMRcaseselection_0.2.0.zip(r-4.5-any)
MMRcaseselection_0.2.0.tgz(r-4.6-any)MMRcaseselection_0.2.0.tgz(r-4.5-any)
MMRcaseselection_0.2.0.tar.gz(r-4.7-any)MMRcaseselection_0.2.0.tar.gz(r-4.6-any)
MMRcaseselection_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MMRcaseselection/json (API)

# Install 'MMRcaseselection' in R:

install.packages('MMRcaseselection', repos = c('https://ingorohlfing.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ingorohlfing/mmrcaseselection/issues

On CRAN:

4.60 score 1 stars 8 scripts 273 downloads 12 exports 17 dependencies

Last updated from:8e3871664c. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	113
source / vignettes	OK	177
linux-release	OK	102
macos-release	OK	106
macos-oldrel	OK	90
windows-devel	OK	82
windows-release	OK	80
windows-oldrel	OK	84
wasm-release	OK	92

Exports:extreme_on_x extreme_on_y most_deviant most_overpredicted most_typical most_underpredicted pathway pathway_xvr predint predint_plot residstd residstd_plot

Dependencies:cli cpp11 farver ggplot2 glue gtable isoband labeling lifecycle R6 RColorBrewer rlang S7 scales vctrs viridisLite withr

Classification as typical and deviant

Packages used in this vignette

Rendered fromClassification-as-typical-and-deviant.Rmdusingknitr::rmarkdown

Last update: 2020-05-02
Started: 2020-03-13

Pathway case

Rendered fromPathway-case.Rmdusingknitr::rmarkdown

Last update: 2020-04-16
Started: 2020-03-18

Most typical and most deviant

Rendered fromMost-typical-and-most-deviant.Rmdusingknitr::rmarkdown

Last update: 2020-04-16
Started: 2020-03-21

Extreme case

Rendered fromExtreme-case.Rmdusingknitr::rmarkdown

Last update: 2020-04-15
Started: 2020-03-26

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Extremeness of cases on an independent variable	extreme_on_x
Extremeness of cases on the dependent variable	extreme_on_y
Identification of the most deviant case	most_deviant
Identification of the most overpredicted case	most_overpredicted
Identification of the most typical case	most_typical
Identification of the most underpredicted case	most_underpredicted
Pathway case	pathway
Plot of residuals against pathway variable	pathway_xvr
Classification of cases as typical and deviant using a prediction interval.	predint
Plot of typical and deviant cases with prediction intervals	predint_plot
Classification of cases as typical and deviant using the standard deviation of the residuals.	residstd
Plot of typical and deviant cases based on residuals' standard deviation	residstd_plot