Package: iNZightRegression 1.3.4

Tom Elliott

iNZightRegression: Tools for Exploring Regression Models with 'iNZight'

Provides a suite of functions to use with regression models, including summaries, residual plots, and factor comparisons. Used as part of the Model Fitting module of 'iNZight', a graphical user interface providing easy exploration and visualisation of data for students of statistics, available in both desktop and online versions.

Authors:Tom Elliott [aut, cre], Simon Potter [aut], David Banks [aut], Danny Chang [ctb]

iNZightRegression_1.3.4.tar.gz
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iNZightRegression.pdf |iNZightRegression.html✨
iNZightRegression/json (API)

# Install 'iNZightRegression' in R:

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

Bug tracker:https://github.com/inzightvit/inzightregression/issues

On CRAN:

3.48 score 6 scripts 273 downloads 11 exports 136 dependencies

Last updated 8 months agofrom:96eb2851df. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 01 2024
R-4.5-win	NOTE	Nov 01 2024
R-4.5-linux	NOTE	Nov 01 2024
R-4.4-win	OK	Nov 01 2024
R-4.4-mac	OK	Nov 01 2024
R-4.3-win	OK	Nov 01 2024
R-4.3-mac	OK	Nov 01 2024

Exports:allPartialResPlots compare_models factorComp histogramArray iNZightQQplot iNZightSummary inzplot inzsummary partialResPlot plotlm6 Poly

Dependencies:abind backports base64enc bit bit64 boot broom bslib cachem car carData checkmate chron cli clipr codetools colorspace commonmark cowplot cpp11 crayon curl data.table DBI Deriv dichromat digest doBy dplyr emmeans estimability evaluate expss fansi farver fastmap fontawesome forcats Formula fs generics GGally ggplot2 ggrepel ggstats ggtext glue gridtext gtable hexbin highr hms htmlTable htmltools htmlwidgets iNZightMR iNZightPlots iNZightTools isoband jpeg jquerylib jsonlite knitr labeling lattice lifecycle lme4 lubridate maditr magrittr markdown MASS Matrix MatrixModels matrixStats memoise mgcv microbenchmark mime minqa mitools modelr multcomp munsell mvtnorm nlme nloptr nnet numDeriv patchwork pbkrtest pillar pkgconfig plyr png prettyunits progress purrr quantreg R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen readr rlang rmarkdown rstudioapi s20x sandwich sass scales SparseM srvyr stringi stringr survey survival TH.data tibble tidyr tidyselect timechange tinytex tzdb units utf8 vctrs viridisLite vroom withr xfun xml2 yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Compare regression models using AIC and BIC.	compare_models compare_models.default compare_models.svyglm
Compare factor levels	factorComp print.inzfactorcomp
Histogram Array	histogramArray
iNZight QQ Plot	iNZightQQplot
Informative Summary Information for Regression Models	iNZightSummary
inzplot method	inzplot inzplot.glm inzplot.lm
inzsummary method	inzsummary inzsummary.lm
Partial residual plot of continuous variable	allPartialResPlots partialResPlot
Extended Plot Diagnostics for (g)lm Models	plotlm6
Polynomial Matrix	Poly