Package: ERSA 0.1.4

ERSA: Exploratory Regression 'Shiny' App

Constructs a 'shiny' app function with interactive displays for summary and analysis of variance regression tables, and parallel coordinate plots of data and residuals.

Authors:Catherine B. Hurley

ERSA_0.1.4.tar.gz
ERSA_0.1.4.zip(r-4.5)ERSA_0.1.4.zip(r-4.4)ERSA_0.1.4.zip(r-4.3)
ERSA_0.1.4.tgz(r-4.5-any)ERSA_0.1.4.tgz(r-4.4-any)ERSA_0.1.4.tgz(r-4.3-any)
ERSA_0.1.4.tar.gz(r-4.5-noble)ERSA_0.1.4.tar.gz(r-4.4-noble)
ERSA_0.1.4.tgz(r-4.4-emscripten)ERSA_0.1.4.tgz(r-4.3-emscripten)
ERSA.pdf |ERSA.html✨
ERSA/json (API)

# Install 'ERSA' in R:

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

On CRAN:

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

3.88 score 15 scripts 224 downloads 10 mentions 15 exports 88 dependencies

Last updated 2 years agofrom:1af007fef4. Checks:8 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 11 2025
R-4.5-win	OK	Feb 11 2025
R-4.5-mac	OK	Feb 11 2025
R-4.5-linux	OK	Feb 11 2025
R-4.4-win	OK	Feb 11 2025
R-4.4-mac	OK	Feb 11 2025
R-4.3-win	OK	Feb 11 2025
R-4.3-mac	OK	Feb 11 2025

Exports:add1_models bselOrder drop1_models exploreReg fselOrder pcpPlot plotAnovaStats plotCIStats plotSeqSS plottStats pvalOrder randomPredOrder regsubsetsOrder revPredOrder termColours

Dependencies:abind backports base64enc boot broom bslib cachem car carData cli colorspace combinat commonmark cowplot cpp11 crayon Deriv digest doBy dplyr fansi farver fastmap fontawesome Formula fs generics ggplot2 glue gtable htmltools httpuv isoband jquerylib jsonlite labeling later lattice leaps lifecycle lme4 magrittr MASS Matrix MatrixModels memoise mgcv microbenchmark mime miniUI minqa modelr munsell nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig promises purrr quantreg R6 rappdirs rbibutils RColorBrewer Rcpp RcppEigen Rdpack reformulas rlang sass scales shiny sourcetools SparseM stringi stringr survival tibble tidyr tidyselect utf8 vctrs viridisLite withr xtable

Exploratory Regression Shiny App

Catherine B. Hurley

Rendered fromERSA.Rmdusingknitr::rmarkdownon Feb 11 2025.

Last update: 2020-09-22
Started: 2018-04-05

Citation

Readme and manuals

Help Manual

Help page	Topics
Constructs a list of fits by adding predictors sequentially	add1_models
A function which returns a shiny server for Exploratory Regression	createERServer
Constructs UI for Exploratory Regression app	createERUI
Constructs a list of fits by dropping predictors from the supplied model	drop1_models
ERSA: A package exploring regressions with a Shiny app	ERSA-package ERSA
A function to launch the Exploratory Regression Shiny App	exploreReg
A PCP plot of the data, residuals or hat values from regression fits	pcpPlot
Plots barcharts of sequential sums of squares of lm	plotSeqSS
Plots of model summaries	plotAnovaStats plotCIStats plotSum plottStats
Re-order model terms	bselOrder fselOrder pvalOrder randomPredOrder regsubsetsOrder reorderTerms revPredOrder
Constructs colour vector for model terms	termColours