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Design and planning

plan_experiment()
Pre-Experimental Design Decision Engine & Protocol Assistant (A Priori Planning)
generate_layout()
Generate Randomized Experimental Layouts and Greenhouse/Field Planting Maps
check_design()
Audit and Diagnose Experimental Design Structure
suggest_model()
Suggest Statistically Sound Model Specification Based on Experimental Design

Model fitting and inference

fit_experiment()
Fit Intelligent Experimental Models with Multi-Engine Support and Assumption Diagnostics
agri_posthoc()
Unified Post-Hoc Multiple Comparisons with Grouping Letters for Experimental Designs
agri_ranking()
Biological Ranking and Effect Size Quantification for Treatments
calc_design_efficiency()
Calculate Relative Efficiency of Experimental Design (Blocking and Split-Plot)

Diagnostics, remedies, and reporting

remedy()
Guided Solutions and Remediation for Statistical Assumption Violations
plot_publication()
Publication-Ready High-Contrast Scientific Figures for Experimental Designs
experiment_report()
Generate Comprehensive Scientific and Agronomic Report for Experimental Trials

Interactive application

launch_app()
Launch the Interactive agriDesignR Shiny Application

S3 methods

anova(<agri_fitted_model>)
Extract ANOVA Table from Fitted Experimental Model
plot(<agri_fitted_model>)
4-Panel Diagnostic Plots for Experimental Models
plot(<agri_layout>)
Plot Method for agri_layout (2D Spatial Greenhouse Bench & Field Croquis)
plot(<agri_remedy>)
Plot Method for agri_remedy
print(<agri_design_check>)
Print Method for Experimental Design Check
print(<agri_design_efficiency>)
Print Method for agri_design_efficiency
print(<agri_fitted_model>)
Print Method for Fitted Experimental Model
print(<agri_layout>)
Print Method for agri_layout
print(<agri_plan_recommendation>)
Print Method for agri_plan_recommendation
print(<agri_posthoc>)
Print Method for agri_posthoc
print(<agri_ranking>)
Print Method for agri_ranking
print(<agri_remedy>)
Print Method for agri_remedy
print(<agri_report>)
Print Method for agri_report
print(<agri_suggested_model>)
Print Method for Suggested Model
summary(<agri_fitted_model>)
Summary Method for Fitted Experimental Model

Example data

fungicide_crd
Fungicide Dose-Response Spore Count CRD Dataset
maize_3way_factorial
3-Way Factorial Trial in Maize (Temperature x Irrigation x Genotype)
maize_repeated
Maize Repeated Measures Drought Experiment
tomato_rcbd
Tomato Nitrogen Fertilization RCBD Dataset
wheat_splitplot
Durum Wheat Split-Plot Heat Stress Dataset