Bayesian Dynamic Energy Budget Modelling


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Documentation for package ‘BayesianDEB’ version 0.1.4

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arrhenius Arrhenius Temperature Correction
bdeb_data Prepare Data for BDEB Models
bdeb_derived Compute Derived Biological Quantities from the Posterior
bdeb_diagnose MCMC Convergence Diagnostics
bdeb_ec50 Extract EC50 and NEC from a DEBtox Fit
bdeb_fit Fit a BDEB Model via Hamiltonian Monte Carlo
bdeb_loo LOO Cross-Validation for Model Comparison
bdeb_model Specify a BDEB Model
bdeb_plots Plot Methods for BDEB Objects
bdeb_ppc Posterior Predictive Checks for BDEB Models
bdeb_predict Predict from a BDEB Fit
bdeb_prior_predictive Prior Predictive Check
bdeb_session_info Reproducibility Report
bdeb_summary Posterior Summary for BDEB Parameters
bdeb_tox DEBtox Model Specification
coef.bdeb_fit Extract Point Estimates from a BDEB Fit
debtox_growth Simulated DEBtox Growth Data
debtox_simulate Simulate DEBtox Growth Under Toxicant Exposure
deb_fluxes Compute DEB Energy Fluxes
deb_simulate Simulate DEB Growth Trajectory
eisenia_cd Eisenia andrei Cadmium Toxicity Data (Van Gestel 1991)
eisenia_growth Simulated Eisenia fetida Growth Data
eisenia_neuhauser Eisenia fetida Growth Data (Neuhauser 1980)
folsomia_repro Simulated Folsomia candida Reproduction Data
observation_models Observation Model Specifications
obs_lognormal Observation Model Specifications
obs_negbinom Observation Model Specifications
obs_normal Observation Model Specifications
obs_poisson Observation Model Specifications
obs_student_t Observation Model Specifications
plot.bdeb_fit Plot a BDEB Fit
plot.bdeb_ppc Plot Posterior Predictive Checks
plot_dose_response Plot DEBtox Dose-Response
predict.bdeb_fit Predict from a BDEB Fit
priors Prior Distribution Specifications for BDEB Models
prior_beta Prior Distribution Specifications for BDEB Models
prior_default Default Priors for DEB Parameters
prior_exponential Prior Distribution Specifications for BDEB Models
prior_halfcauchy Prior Distribution Specifications for BDEB Models
prior_halfnormal Prior Distribution Specifications for BDEB Models
prior_lognormal Prior Distribution Specifications for BDEB Models
prior_normal Prior Distribution Specifications for BDEB Models
prior_species Species-Specific Priors from the AmP Collection
repro_to_intervals Convert Cumulative Reproduction to Intervals