Man pages for pulongma/DABayes
Bayesian Statistical Model for Climate-Change Detection and Attribution
| calc_prec_matrix | Compute n by n covariance matrix W over n grid cells |
| computeW | Obtain quantities associated with W |
| DA_ADtheta_update | Adaptively adjust mean and covariance matrix in the proposal... |
| DAbayes | DAbayes: Climate-Change Detection and Attribution Based on... |
| DAbayesSuite | Parallel inference in Bayesian hierarchical model for... |
| DA_GIBBS | Gibbs sampling with Metropolis-Hastings algorithm for the... |
| DA_theta_MH | Update parameters in the MCMC algorithm |
| ensemble_temperature | Observed or reconstructed temperatures (e.g., from CRU or... |
| GCM_control_run | GCM control run without any external forcing |
| GCM_runs | GCM runs under several forcing scenarios |
| lnnormpdf | Compute the logarithm of the pdf of normal random variable... |
| parcomputeW | Obtain quantities associated with W |
| parDA_GIBBS | Gibbs sampling with Metropolis-Hastings algorithm for the... |
| parDA_loglik | Compute the loglikelihood function for parallel computing |
| parDA_theta_MH | Update parameters from the model in the MCMC algorithm |
| plotMCMC | Plot results from posterior samples |
| simDAdata | Simulate data to demonstrate the Bayesian statistical model |
| update_loglik | Compute loglikelihood function in the model |
| update_var | Adjust quantities in proposal distributions |
