Package: BiVariAn 1.0.3

BiVariAn: Bivariate Automatic Analysis

Simplify bivariate and regression analyses by automating result generation, including summary tables, statistical tests, and customizable graphs. It supports tests for continuous and dichotomous data, as well as stepwise regression for linear, logistic, and Firth penalized logistic models. While not a substitute for tailored analysis, 'BiVariAn' accelerates workflows and is expanding features like multilingual interpretations of results.The methods for selecting significant statistical tests, as well as the predictor selection in prediction functions, can be referenced in the works of Marc Kery (2003) <doi:10.1890/0012-9623(2003)84[92:NORDIG]2.0.CO;2> and Rainer Puhr (2017) <doi:10.1002/sim.7273>.

Authors:José Andrés Flores-García [cre, aut, cph], Antonio Augusto Gordillo-Moscoso [aut], Jhoselin Marian Castro-Rodriguez [aut]

BiVariAn_1.0.3.tar.gz
BiVariAn_1.0.3.zip(r-4.7-any)BiVariAn_1.0.3.zip(r-4.6-any)BiVariAn_1.0.3.zip(r-4.5-any)
BiVariAn_1.0.3.tgz(r-4.6-any)BiVariAn_1.0.3.tgz(r-4.5-any)
BiVariAn_1.0.3.tar.gz(r-4.7-any)BiVariAn_1.0.3.tar.gz(r-4.6-any)
BiVariAn_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
BiVariAn/json (API)

# Install 'BiVariAn' in R:

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

Bug tracker:https://github.com/andresfloresg/bivarian/issues

On CRAN:

3.70 score 5 scripts 401 downloads 20 exports 192 dependencies

Last updated from:b21e0957a4. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	217
source / vignettes	OK	233
linux-release	OK	209
macos-release	OK	249
macos-oldrel	OK	290
windows-devel	OK	159
windows-release	OK	161
windows-oldrel	OK	163
wasm-release	OK	147

Exports:auto_bar_categ auto_bar_cont auto_bp_cont auto_corr_cont auto_dens_cont auto_pie_categ auto_shapiro_raw auto_viol_cont continuous_2g continuous_2g_pair continuous_corr_test continuous_multg dichotomous_2k_2sid encode_factors logistf_summary ss_multreg step_bw_firth step_bw_p theme_serene theme_serene_void

Dependencies:abind askpass backports base64enc bit bit64 boot broom bslib cachem car carData cellranger class cli clipr codetools colorspace commonmark corrplot cowplot cpp11 crayon crosstalk curl data.table datawizard Deriv DescTools devEMF digest doBy dplyr DT e1071 editData epitools evaluate Exact expm farver fastDummies fastmap flextable fontawesome fontBitstreamVera fontLiberation fontquiver forcats foreach forecast foreign Formula formula.tools fracdiff fs gdtools generics ggplot2 ggprism ggpubr ggrepel ggsci ggsignif gld glmnet glue gridExtra gtable haven highr hms htmltools htmlwidgets httpuv httr insight isoband iterators jomo jquerylib jsonlite knitr labeling later lattice lazyeval lifecycle lme4 lmom lmtest logistf magrittr MASS Matrix MatrixModels memoise mgcv mice mime miniUI minqa mitml modelr moonBook mvtnorm nlme nloptr nnet nortest numDeriv officer openssl openxlsx operator.tools ordinal otel pan pbkrtest pillar pkgconfig polynom prettyunits progress promises proxy purrr quantreg R.methodsS3 R.oo R.utils R6 ragg rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack readr readxl reformulas rematch rio rlang rmarkdown rootSolve rpart rrtable rstatix rstudioapi rvg S7 sass scales shape shiny shinyWidgets sjlabelled sjmisc sourcetools SparseM stringi stringr survival sys systemfonts table1 textshaping tibble tidyr tidyselect timeDate tinytex tzdb ucminf urca utf8 uuid vctrs viridisLite vroom withr writexl xfun xml2 xtable yaml zip zoo ztable

BiVariAn Description

BiVarian Description

Rendered frombivarian-description.Rmdusingknitr::rmarkdown

Last update: 2025-01-07
Started: 2025-01-06

Help page	Topics
Automatic generation of barplot with percentages	auto_bar_categ
Automatic barplot of continous variables	auto_bar_cont
auto_bp_cont	auto_bp_cont
Generates automatic scatterplot with correlation plot	auto_corr_cont
auto_dens_cont	auto_dens_cont
Automatic generation of pieplots	auto_pie_categ
Automatic Shapiro-Wilk test table	auto_shapiro_raw
auto_viol_cont	auto_viol_cont
Bivariate analysis for 2 groups	continuous_2g
Bivariate analysis for 2 groups for paired data	continuous_2g_pair
Bivariate analysis for correlation tests	continuous_corr_test
Bivariate analysis for more than 2 groups	continuous_multg
Bivariate Chi squared and Fisher Test analysis for 2 categories.	dichotomous_2k_2sid
Encode character variables as factor automatically	encode_factors
Summary method for logistf with no printable output	logistf_summary summary.logistf
Sample Size Calculation for multiple regression analysis	ss_multreg
Stepwise backward for logistic Firth regression with automated dummy variables conversion (with forced terms)	step_bw_firth
Automatized stepwise backward for regression models (with forced terms)	step_bw_p
Basic theme for Bivaran packages plots	theme_serene
Void theme for Bivaran packages plots	theme_serene_void

Package: BiVariAn 1.0.3

BiVariAn: Bivariate Automatic Analysis

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Help Manual

Usage by other packages (reverse dependencies)