Overview
An enterprise-grade, CRAN-compliant R package engineered for advanced agricultural analytics, plant breeding research, and quantitative genetics. It streamlines complete processing matrices from variance decomposition (ANOVA) to dynamic post-hoc mean performance evaluations, multivariate spaces (PCA), and hierarchical divergence networks.
Technical Features Array
- Experimental Variance Partitioning: High-precision automated structures for complete randomized block layouts.
- Post-Hoc Isolation Engines: Local integration of Fisher’s LSD, Tukey’s HSD, and Scheffe’s mathematical contrasts.
- Multivariate Coordinates Mapping: Exact extraction of Principal Component eigenvalues, rotation loadings, and individual genotype spaces.
- Agglomerative Tree Clustering: Distance network calculations utilizing Euclidean grid layouts and Ward’s Minimum Variance method.
- Integrated Unified Graphics: Advanced publication-grade visualization suite supporting standard analytical models, residual checks, modern bar rankings, PCA biplot matrices, and colored cluster trees.