Automated Statistical Analysis and Tools for Agricultural Research


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Documentation for package ‘AgriDataTools’ version 0.1.2

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analyze_clustering Hierarchical Cluster Analysis and Phenotypic Diversity Engine
analyze_pca Principal Component Analysis for Agronomic Traits
anova_crd Comprehensive Analysis of Variance (ANOVA) Engine for Completely Randomized Design (CRD)
anova_rcbd Comprehensive Analysis of Variance (ANOVA) Engine for Randomized Complete Block Design (RCBD)
compute_ancova Analysis of Covariance (ANCOVA) Engine for Plant Breeding Trials
compute_correlation Multi-Level Genetic, Phenotypic, and Environmental Correlation Engine
compute_lsd Fisher's Least Significant Difference (LSD) Post-Hoc Mean Comparison Engine
compute_path_analysis High-Precision Multi-Trait Cause-and-Effect Path Coefficient Analysis Engine
compute_scheffe Scheffe's Post-Hoc Mean Comparison and Contrast Evaluation Engine
compute_summary_stats Comprehensive Descriptive and Summary Statistics Engine for Phenotypic Traits
compute_tukey Tukey's Honestly Significant Difference (HSD) Post-Hoc Mean Comparison Engine
estimate_variability Genetic Variability and Quantitative Inheritance Parameters Estimation Engine
gv_data Genotypic Variability and Agricultural Research Dataset
plot_agri_graphics Advanced High-Precision Publication-Ready Graphics Suite
validate_agri_data Rigid Multi-Layered Structural Data Validation and Matrix Integrity Engine