Man pages for fboehm/xu2015
Gibbs sampling for posterior inference when using determinantal point process (DPP) prior
| calc_allocation_prob | Calculate the allocation probability |
| calc_C | Calculate the C matrix for DPP |
| calc_detJ | Calculate determinant of Jacobian |
| calc_kappa_ratio | Calculate kappa ratio |
| calc_lik_ratio | Calculate likelihood ratio |
| calc_little_c | little c, when we're using squared exponential kernel |
| calc_little_q | little q, for univariate y |
| calc_mu_ratio | Calculate mu ratio |
| calc_rho | Calculate rho(omega_current, omega_proposal) |
| calc_rho_old | Calculate rho, the acceptance probability for the update K... |
| calc_w_ratio | Calculate w ratio |
| define_big_kappa | Define a kappa vector |
| define_big_mu | Define a mu vector |
| define_big_s | Define a s vector for the model with a longer mu vector |
| define_big_w | Define a w weight vector that is one longer than the inputted... |
| define_extra_parameters | Define three parameters, alpha, beta and r for... |
| define_small_kappa | Define a small kappa vector |
| define_small_mu | Define a small mu vector |
| define_small_s | Define a s vector for the smaller model, ie the model with... |
| define_small_w | Define a smaller (by one) weight vector |
| order_parameter_vector | Order parameter vector (mu, sigma, w) according to entries in... |
| update_K | Update $K$ in Gibbs sampling |
| update_mu | Update $mu$ in Gibbs sampling |
| update_s | Update s parameter in Gibbs sampling |
| update_sigma | Update sigma in Gibbs sampling |
| update_tau | Update tau in Gibbs sampling |
| update_tau_gamma | Update tau in Gibbs sampling |
| update_theta | Update $theta$ in Gibbs sampling |
| update_theta_gamma | Update $theta$ in Gibbs sampling |
| update_w | Update w in Gibbs sampling |
