AgriDataTools: Automated Statistical Analysis and Tools for Agricultural
Research
A comprehensive suite of statistical tools tailored for agricultural
and plant breeding research. Provides automated pipelines for analysis of
variance and covariance under randomized complete block designs and completely
randomized designs, descriptive summary statistics, and post-hoc multiple
range tests including Least Significant Difference, Tukey, and Scheffe based on
Steel et al. (1997) <isbn:978-0070610286>. Quantitative genetic parameters including
genotypic, phenotypic, and environmental variance components and broad-sense
heritability follow Burton and Devane (1953) <doi:10.2134/agronj1953.00021962004500100005x>.
Genetic advance and genetic advance as percentage of mean estimation follow
Johnson et al. (1955) <doi:10.2134/agronj1955.00021962004700070009x>. Genotypic, phenotypic,
and environmental correlations follow Miller et al. (1958)
<doi:10.2134/agronj1958.00021962005000100020x>. Genotypic and phenotypic path coefficient
analysis direct and indirect effects decomposition follows Dewey and Lu (1959)
<doi:10.2134/agronj1959.00021962005100090002x>. Principal component analysis
follows Jolliffe (2002) <isbn:978-0387954424> and hierarchical clustering
follows Sneath and Sokal (1973) <isbn:978-0716706977>.
| Version: |
0.1.2 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
ggplot2, reshape2, factoextra, dendextend, circlize, stats, graphics, dplyr, utils |
| Suggests: |
knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: |
2026-08-08 |
| DOI: |
10.32614/CRAN.package.AgriDataTools |
| Author: |
Faheem Khan  [aut,
cre] |
| Maintainer: |
Faheem Khan <2022ag94 at uaf.edu.pk> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
AgriDataTools results |
Documentation:
Downloads:
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