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Data Analysis Pipeline

Identify the design and fit the models automatically

check_design_met()
Check Experimental Design
single_trial_analysis()
Single Trial Analysis
met_analysis()
Multi-Environmental Trial Analysis
print(<checkAgri>)
Print an object of class checkAgri
print(<smaAgri>)
Print an object of class smaAgri
print(<metAgri>)
Print an object of class metAgri
plot(<checkAgri>)
Plot an object of class checkAgri
plot(<smaAgri>)
Plot an object of class smaAgri
plot(<metAgri>)
Plot an object of class metAgri

Lme4

Additional functions for lme4 models

h_cullis()
Cullis heritability for lme4 models

ASReml

Additional functions for ASReml models

extract_vcov()
Extract Variance-Covariance from ASReml-R
extract_rcov()
Extract Residual Variance-Covariance from ASReml-R
fa_summary()
Factor Analytic Summary
heritability_fa()
Heritability for Factor Analytic Models in ASReml-R
ic_reml_asr()
Find the AIC and BIC for a set of models fitted using asreml

SpATS

Additional functions for SpATS models

h_cullis_spt()
Calculate Cullis heritabilities from SpATS objects
ic_reml_spt()
Find the AIC and BIC for a model fitted using SpATS

Others

check_connectivity()
Check connectivity between trials
covcor_heat()
Correlation Covariance Heatmap
gg_cor()
Triangular Correlation Plot
parameters_gg()
Genetic Gain Parameters
stability()
Stability Coefficients