Multi-Species N-Mixture (MNM) Models with 'nimble'
AIC Method for "MNM" Class
BIC Method for "MNM" Class
Convergence Check for "MNM" Class
Convergence Check Generic Function
Density Plot Method for "MNM" Class
List of Valid Nimble Distributions and Their Arguments
Log-Likelihood Method for "MNM" Class
Fit a Multi-Species N-Mixture Model with AR-1 Using Nimble
Generate Nimble Code for Multi-Species N-Mixture (MNM) Models
Fit a Multi-Species N-Mixture (MNM) Model in Nimble
Fit a multi-species N-mixture (MNM) Hurdle-AR model using Nimble
Fit a Multi-Species N-Mixture Model with Hurdle Component using Nimble
Multi-Species N-Mixture (MNM) Model Class
Fit a Multi-Species N-Mixture Model (MNM) using Nimble
Predict Fitted Values for "MNM" Class
Simulate Data for Multi-Species N-Mixture Models
Trace Plot Generic and Method for "MNM" Class
Validate User-Specified Priors for Nimble Models
Validate User-Specified Prior for a Single Prior
Simulating data and fitting multi-species N-mixture models using 'nimble'. Includes features for handling zero-inflation and temporal correlation, Bayesian inference, model diagnostics, parameter estimation, and predictive checks. Designed for ecological studies with zero-altered or time-series data. Mimnagh, N., Parnell, A., Prado, E., & Moral, R. A. (2022) <doi:10.1007/s10651-022-00542-7>. Royle, J. A. (2004) <doi:10.1111/j.0006-341X.2004.00142.x>.
Useful links