Package: agrobox
Type: Package
Title: Data Visualization and Statistical Tools for Agroindustrial
        Experiments
Version: 0.3.0
Authors@R: 
    c(person(given = c("Joaquin", "Alejandro"),
             family = "Salinas Angeles",
             role = c("aut", "cre"),
             email = "joaquinsa03@gmail.com",
             comment = c(ORCID = "0009-0005-6174-9714")))
Maintainer: Joaquin Alejandro Salinas Angeles <joaquinsa03@gmail.com>
Description: 
    Set of tools for statistical analysis, visualization, and reporting of
    agroindustrial and agricultural experiments. The package provides functions
    to perform one-way and two-way ANOVA with post-hoc tests (Tukey HSD and
    Duncan MRT), Welch ANOVA for heteroscedastic data, and the Games-Howell
    post-hoc test as a robust alternative when variance homogeneity fails.
    Normality of residuals is assessed with the Shapiro-Wilk test and
    homoscedasticity with the Fligner-Killeen test; the appropriate statistical
    path is selected automatically based on these diagnostics. Coefficients of
    variation and statistical power (via one-way ANOVA power analysis) are
    reported alongside the post-hoc letter display. High-level wrappers allow
    automated multi-variable analysis with optional clustering by one or two
    experimental factors, with support for custom level ordering and relabeling.
    Results are returned as 'ggplot2' boxplots with mean and letter annotations,
    wide-format summary tables ready for publication or LaTeX rendering, and
    structured decision summaries for rapid agronomic interpretation. Direct
    export to Excel spreadsheets and high-resolution image tables is also
    supported. Functions follow methods widely used in agronomy, field trials,
    and plant breeding.
    Key references: 
    Tukey (1949) <doi:10.2307/3001913>;
    Duncan (1955) <doi:10.2307/3001478>;
    Welch (1951) <doi:10.2307/2332579>;
    Games and Howell (1976) <doi:10.2307/2529858>;
    Shapiro and Wilk (1965) <doi:10.2307/2333709>;
    Fligner and Killeen (1976) <doi:10.2307/2529096>;
    Cohen (1988, ISBN:9781138892899);
    Wickham (2016, ISBN:9783319242750) for 'ggplot2';
    see also 'agricolae' <https://CRAN.R-project.org/package=agricolae>
    and 'rstatix' <https://CRAN.R-project.org/package=rstatix>.
    Version en espanol: Conjunto de herramientas para el analisis estadistico,
    visualizacion y generacion de reportes en ensayos agroindustriales y
    agricolas. Incluye ANOVA univariado y bifactorial con pruebas post-hoc
    (Tukey HSD y Duncan MRT), ANOVA de Welch para datos heterocedasticos y
    la prueba post-hoc de Games-Howell como alternativa robusta cuando falla
    la homogeneidad de varianzas. La normalidad de residuos se evalua con la
    prueba de Shapiro-Wilk y la homogeneidad de varianzas con la prueba de
    Fligner-Killeen; la ruta estadistica apropiada se selecciona automaticamente
    segun estos diagnosticos. Se reportan coeficientes de variacion y potencia
    estadistica junto con las letras de separacion de medias. Los envoltorios
    de alto nivel permiten analisis multivariable automatizado con agrupamiento
    opcional por uno o dos factores experimentales, con soporte para orden y
    etiquetado personalizado de niveles. Los resultados se devuelven como
    boxplots con anotaciones de medias y letras, tablas resumen en formato
    ancho listas para publicacion o renderizado en LaTeX, y resumenes de
    decision para interpretacion agronomica rapida. Tambien se soporta
    exportacion directa a Excel e imagenes de alta resolucion para informes
    tecnicos.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en, es
Depends: R (>= 3.5.0)
Imports: dplyr, ggplot2, tidyr, stringr, agricolae, stats, pwr, rlang,
        openxlsx, rstatix, multcompView
Suggests: kableExtra, magick, tinytex, cli, testthat (>= 3.0.0)
Config/testthat/edition: 3
RoxygenNote: 7.3.3
URL: https://github.com/Joa3aquin50/agrobox
BugReports: https://github.com/Joa3aquin50/agrobox/issues
LazyData: true
NeedsCompilation: no
Packaged: 2026-04-13 02:56:50 UTC; JOAQUIN SALINAS
Author: Joaquin Alejandro Salinas Angeles [aut, cre] (ORCID:
    <https://orcid.org/0009-0005-6174-9714>)
Repository: CRAN
Date/Publication: 2026-04-13 05:40:07 UTC
Built: R 4.6.0; ; 2026-04-25 14:06:45 UTC; unix
