Compositional Nutrient Diagnosis for Plant Tissue Analysis

Documentation for package ‘cndplantanalysis’ version 1.0.2

calc_cate_nelson_empirical	Empirical Cate Nelson Threshold Calculation via ANOVA Grid Search
cut_off_table	Fit Cubic Models, Determine Yield Cutoff, and Extract CND High-Yield Norms
diagnose_specimen	Diagnose Plant Tissue Specimens using CND Norms
iteration_for_hyp	Iterative Partitioning and Variance Ratio Calculation for CND
log_centered_table	Generate Log-Centered Ratio Table for CND
plant_leaf_data	Example Crop Dataset for CND
plot_cate_nelson	Cate Nelson Quadrant Scatter Plot for CND Imbalance Index vs. Yield
plot_cnd_chisq	Plot Cumulative Chi-Square Distribution Curve and Mark Theoretical Critical CND r^2
plot_cnd_yield_linear	Linear Regression Plot for Crop Yield vs. CND Imbalance Index (r^2)
plot_cnd_yield_nlr	Non-Linear Polynomial Regression Plot for Crop Yield vs. CND Imbalance Index
plot_cumulative_variance	Connected Scatter Plot for Cumulative Variance Ratio Function Fi(Vx) vs. Yield
simplex_table	Generate Simplex Table for Compositional Nutrient Diagnosis (CND)
validation_data	Example Crop Dataset for CND norms validation