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 |
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