crdApp {grapesAgri1}

Completely Randomized Design

Description

crdApp() function opens up an interactive shiny app which will allow the user to perform analysis of completely randomized design with equal or unequal replications. Multiple comparison tests like LSD, DMRT and Tukey can be performed. Box-pot and Bar-chart with confidence interval can be plotted. All these can be achieved by uploading CSV file.

Usage

crdApp()

Details

This app uses anova function of stats package to obtain one-way ANOVA.LSD.test,duncan.test and HSD.test functions of agricolae package is used for multiple comparison test like LSD,DMRT and Tukey respectively. ggboxplot function of ggpubr package is used for boxplot.'ggplot function of ggplot2 is used for barchart with confidence interval.

Value

Nothing

References

R Core Team (2021). R: A Language and Environment for Statistical Computing. https://www.R-project.org/.

Chang W, Cheng J, Allaire JJ, Sievert C, Schloerke B, Xie Y, Allen J, McPherson J, Dipert A, Borges B (2021). shiny: Web Application Framework for R. R package version 1.6.0, https://CRAN.R-project.org/package=shiny.

Perrier V, Meyer F, Granjon D (2021). shinyWidgets: Custom Inputs Widgets for Shiny. R package version 0.6.0, https://CRAN.R-project.org/package=shinyWidgets.

Wickham H, François R, Henry L, Müller K (2021). dplyr: A Grammar of Data Manipulation. R package version 1.0.4, https://CRAN.R-project.org/package=dplyr.

Kassambara A (2020). ggpubr: 'ggplot2' Based Publication Ready Plots. R package version 0.4.0, https://CRAN.R-project.org/package=ggpubr.

Wickham H (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. ISBN 978-3-319-24277-4, https://ggplot2.tidyverse.org.

Gupta SP (1985). Statistical methods. Sultan Chand \& Sons. https://books.google.co.in/books?id=4n9dcgAACAAJ.

Tukey JW (1977). Exploratory Data Analysis, number v. 2 in Addison-Wesley series in behavioral science. Addison-Wesley Publishing Company. ISBN 9780201076165, https://books.google.co.in/books?id=UT9dAAAAIAAJ.

Harrell Jr FE, with contributions from Charles Dupont, others. m (2021). Hmisc: Harrell Miscellaneous. R package version 4.5-0, https://CRAN.R-project.org/package=Hmisc.

de Mendiburu F (2020). agricolae: Statistical Procedures for Agricultural Research. R package version 1.3-3, https://CRAN.R-project.org/package=agricolae.

Neuwirth E (2014). RColorBrewer: ColorBrewer Palettes. R package version 1.1-2, https://CRAN.R-project.org/package=RColorBrewer.

Sali A, Attali D (2020). shinycssloaders: Add Loading Animations to a 'shiny' Output While It's Recalculating. R package version 1.0.0, https://CRAN.R-project.org/package=shinycssloaders.

Das MN, Giri NC (1979). Design and Analysis of Experiments. Wiley Eastern. ISBN 9780852261583, https://books.google.co.in/books?id=nqMWAgAACAAJ.

Examples

if (interactive()) {
  crdApp()
}