All functions

AIC()

Computes AIC for ordinary least squares

AICc()

Computes AICc for ordinary least squares

BIC()

Computes BIC for ordinary least squares

likelihood_log_ciidn() likelihood_log_ciidn_corr()

Likelihoods

estim_param()

main function for parameter estimation

filter_obs()

Filter observation list to exclude situations, variables or dates

get_agmip_protocol_example()

Get example AgMIP protocol Excel file

get_agmip_protocol_template()

Get AgMIP protocol Excel template

get_obs_var()

Get names of observed variables

load_protocol_agmip()

Load an AgMIP calibration protocol Excel file

crit_ols() crit_wls() crit_log_cwss() crit_log_cwss_corr()

Criteria to optimize

plot_estimVSinit()

Create plots of estimated versus initial values of the parameters

plot_stats_bars()

Plot bar charts of rRMSE and EF statistics by step and variable

plot_stats_evolution()

Plot Bias² and MSE evolution by calibration step as diagnostic of the AgMIP Protocol

plot_valuesVSit()

Create plots of parameters and criterion values per iteration or evaluation number

plot_valuesVSit_2D()

Create 2D plots of parameters values evolution per iteration or evaluation number

post_treat_frequentist()

Post-treat results of frequentist methods

post_treat_multi_step()

Post-treat results of multi-step procedure

run_protocol_agmip()

Automate the AgMIP Phase IV Calibration protocol

summary_frequentist()

Summarizes results of frequentist methods

summary_multi_step()

Summarizes results of multi-step procedure

test_wrapper()

Test model wrappers