Package: interactionRCS 0.1.3

interactionRCS: Calculate Estimates in Models with Interaction

A tool to calculate and plot estimates from models in which an interaction between the main predictor and a continuous covariate has been specified. Methods used in the package refer to Harrell Jr FE (2015, ISBN:9783319330396); Durrleman S, Simon R. (1989) <doi:10.1002/sim.4780080504>; Greenland S. (1995) <doi:10.1097/00001648-199507000-00005>.

Authors:Giorgio Melloni [aut, cre], Andrea Bellavia [aut], Hong Xiong [aut]

interactionRCS_0.1.3.tar.gz
interactionRCS_0.1.3.zip(r-4.7-any)interactionRCS_0.1.3.zip(r-4.6-any)interactionRCS_0.1.3.zip(r-4.5-any)
interactionRCS_0.1.3.tgz(r-4.6-any)interactionRCS_0.1.3.tgz(r-4.5-any)
interactionRCS_0.1.3.tar.gz(r-4.7-any)interactionRCS_0.1.3.tar.gz(r-4.6-any)
interactionRCS_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
interactionRCS/json (API)

# Install 'interactionRCS' in R:

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

Bug tracker:https://github.com/gmelloni/interactionrcs/issues

Datasets:

umaru - UMARU IMPACT Study data

On CRAN:

5.08 score 6 stars 7 scripts 595 downloads 8 exports 80 dependencies

Last updated from:0e822b622b. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	168
source / vignettes	OK	229
linux-release	OK	185
macos-release	OK	239
macos-oldrel	OK	165
windows-devel	OK	136
windows-release	OK	119
windows-oldrel	OK	116
wasm-release	OK	105

Exports:intEST linLIN loglinHR loglinOR plotINT rcsHR rcsLIN rcsOR

Dependencies:backports base64enc boot bslib cachem checkmate cli cluster codetools colorspace cpp11 data.table digest evaluate expm farver fastmap fontawesome foreign Formula fs generics ggplot2 glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix MatrixModels memoise mime msm multcomp mvtnorm nlme nnet pillar pkgconfig polspline pspline quantreg R6 rappdirs RColorBrewer rlang rmarkdown rms rpart rstudioapi S7 sandwich sass scales SparseM stringi stringr survival TH.data tibble tinytex utf8 vctrs viridisLite withr xfun yaml zoo

Introduction to the interactionRCS package

Rendered fromvignette.Rmdusingknitr::rmarkdown

Last update: 2023-11-21
Started: 2021-10-27

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Returns the estimates of for an unspecified interaction model	intEST
Linear regression interaction estimates	linLIN
Linear interaction HR	loglinHR
Linear interaction OR	loglinOR
Plot the result of HR, OR or linear estimates	plotINT
Restricted cubic spline interaction HR for more than 3 knots	rcsHR
Restricted cubic spline interaction linear estimates for more than 3 knots	rcsLIN
Restricted cubic spline interaction OR for more than 3 knots	rcsOR
UMARU IMPACT Study data	umaru