Man pages for igbucur/BFCS
Bayes Factors for Covariance Structures
| Bayes_factors_consistency | A dataset containing results for reproducing Figure 3 in... |
| compute_BFCS | Function for computing the Bayes Factors of Covariance... |
| compute_BFCS_vectorized | Vectorized function for efficiently computing the Bayes... |
| compute_BGe_score | Compute Bayesian Gaussian equivalent (BGe) score for a given... |
| compute_BGe_score_vectorized | Vectorized compute Bayes factors of covariance structures... |
| derive_BFCS_posterior_probabilities | Compute the posterior probabilities of L_k -> T_i -> T_j for... |
| derive_BGe_posterior_probabilities | Compute the posterior probabilities of L_k -> T_i -> T_j for... |
| derive_BiDAG_posterior_probabilities | Compute the posterior probabilities of L_k -> T_i -> T_j for... |
| derive_trigger_posterior_probabilities | Compute the posterior probabilities of L_k -> T_i -> T_j for... |
| get_Markov_equivalence_class_list | This function returns a list of all 11 different Markov... |
| get_parents_list | Derive parents list from bnlearn graph for use in... |
| off_diagonal | Function for extracting off-diagonal elements of a matrix. |
| simulated_GRN_probabilities_IJAR | A dataset containing results for reproducing Figures 4-7, as... |
| simulated_GRN_probabilities_PGM | A dataset containing results for reproducing Figure 4, as... |
| simulate_GRN | Generate gene regulatory network (GRN) data from structural... |
| time_versus_network_size | A dataset containing results for reproducing Figure 8 from... |
| time_versus_sample_size | A dataset containing results for reproducing Figure 9 from... |
| uniform_prior_GRN_DAG | Uniform prior on DAG structures with background knowledge. |
| uniform_prior_GRN_DMAG | Uniform prior on DMAG structures with background knowledge. |
| yeast_BFCS_DMAG | A dataset containing BFCS DMAG posterior probabilities on the... |
| yeast_trigger_Chen | A dataset containing posterior probabilities on the yeast... |
| yeast_trigger_w50k | A dataset containing trigger posterior probabilities on the... |
