agri_trial              Simulated wheat variety trial dataset (RCBD)
check_design            Validate experimental design structure and
                        balance
check_homogeneity       Test homogeneity of variance across treatment
                        groups
check_independence      Test independence of residuals / errors
check_missing           Analyse missing data patterns and classify
                        missingness mechanism
check_normality         Comprehensive normality testing for
                        agricultural experimental data
check_outliers          Univariate outlier detection for agricultural
                        experimental data
check_outliers_mv       Multivariate outlier detection using
                        Mahalanobis distance
check_qualitative       Check quality of categorical / qualitative
                        variables
classify_missing        Classify missingness mechanism per variable
                        using logistic regression
generate_dq_report      Generate an automated HTML data quality report
print.agriDQ_result     Print an agriDQ_result object
run_dq_pipeline         Run the complete data quality pipeline
standardise_labels      Standardise categorical labels in a data frame
