agrobox: Data Visualization and Statistical Tools for Agroindustrial
Experiments
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.
| Version: |
0.3.0 |
| 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) |
| Published: |
2026-04-13 |
| DOI: |
10.32614/CRAN.package.agrobox |
| Author: |
Joaquin Alejandro Salinas Angeles
 [aut, cre] |
| Maintainer: |
Joaquin Alejandro Salinas Angeles <joaquinsa03 at gmail.com> |
| BugReports: |
https://github.com/Joa3aquin50/agrobox/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/Joa3aquin50/agrobox |
| NeedsCompilation: |
no |
| Language: |
en, es |
| Materials: |
NEWS |
| CRAN checks: |
agrobox results |
Documentation:
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