A General Framework for Combining Ecosystem Models


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Documentation for package ‘EcoEnsemble’ version 1.1.0

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EcoEnsemble-package A general framework for combining ecosystem models
EcoEnsemble A general framework for combining ecosystem models
EnsembleData Constructor for the 'EnsembleData' class
EnsembleData-class A class to hold the Ensemble data
EnsembleFit The constructor for the 'EnsembleFit' object
EnsembleFit-class A class to hold the samples or point estimates from the ensemble model.
EnsemblePrior Constructor for the 'EnsemblePrior' class
EnsemblePrior-class A class to hold the priors for the ensemble model.
EnsembleSample A constructor for the 'EnsembleSample' object
EnsembleSample-class A class to hold samples of the ensemble model
fit_ensemble_model Fits the ensemble model
generate_sample Generate samples from a fitted ensemble model.
gen_sample Generate samples from a fitted ensemble model.
get_mcmc_ensemble_model Return the compiled ensemble model Stan object.
get_mle Generate samples from a fitted ensemble model.
get_parameters Generate samples from a fitted ensemble model.
get_transformed_data Generate samples from a fitted ensemble model.
get_transformed_data_dri Generate samples from a fitted ensemble model.
IndLTPrior Constructor for the 'EnsemblePrior' class
IndLTPrior-class A class to hold the priors for the ensemble model.
IndSTPrior Constructor for the 'EnsemblePrior' class
IndSTPrior-class A class to hold the priors for the ensemble model.
KalmanFilter_back Backwards Kalman filter
plot.EnsembleSample Plot the ensemble output
prior_ensemble_model Generate samples of parameters from prior distribution
sample_prior Generate samples of latent variables from prior predictive distribution
ShaSTPrior Constructor for the 'EnsemblePrior' class
ShaSTPrior-class A class to hold the priors for the ensemble model.
Sigma_ewe Ecopath with EcoSim Sigma
Sigma_fs FishSUMS Sigma
Sigma_lm LeMans Sigma
Sigma_miz mizer Sigma
Sigma_obs Stock assessment Sigma
SSB_ewe Ecopath with EcoSim SSB
SSB_fs FishSUMS SSB
SSB_lm LeMans SSB
SSB_miz mizer SSB
SSB_obs Stock assessment SSB
TruthPrior Constructor for the 'EnsemblePrior' class
TruthPrior-class A class to hold the priors for the truth model in the ensemble framework