Files in rchan26/hierarchicalFusion

Divide-and-Conquer Monte Carlo Fusion

LICENSE.md R/BF_guidance.R R/BLR_fusion.R R/BLR_generalised_BF.R R/BNBR_fusion.R R/BNBR_generalised_BF.R R/BRR_fusion.R R/BRR_generalised_BF.R R/RcppExports.R R/bivariate_Gaussian_fusion.R R/bivariate_Gaussian_generalised_BF.R R/exp_4_fusion.R R/exp_4_sampler.R R/generalised_BF_proposal.R R/importance_sampling_functions.R R/miscellaneous.R R/mixG_fusion.R R/mixG_sampler.R R/multivariate_Gaussian_fusion.R R/multivariate_Gaussian_generalised_BF.R R/parallel_combine.R R/plot_functions.R R/univariate_Gaussian_fusion.R R/univariate_Gaussian_generalised_BF.R R/univariate_Gaussian_sampler.R R/vanilla_BF_BLR.R R/vanilla_BF_guidance.R R/vanilla_BF_proposal.R README.md man/Q_IS_BLR.Rd man/Q_IS_BNBR.Rd man/Q_IS_BRR.Rd man/Q_IS_biGaussian.Rd man/Q_IS_exp_4.Rd man/Q_IS_mixG.Rd man/Q_IS_multiGaussian.Rd man/Q_IS_uniGaussian.Rd man/abs_eigenvals.Rd man/acceptance_rate_plots.Rd man/bal_binary_GBF_BLR.Rd man/bal_binary_GBF_BNBR.Rd man/bal_binary_GBF_BRR.Rd man/bal_binary_GBF_multiGaussian.Rd man/bal_binary_fusion_SMC_BLR.Rd man/bal_binary_fusion_SMC_BNBR.Rd man/bal_binary_fusion_SMC_BRR.Rd man/bal_binary_fusion_SMC_biGaussian.Rd man/bal_binary_fusion_SMC_exp_4.Rd man/bal_binary_fusion_SMC_mixG.Rd man/bal_binary_fusion_SMC_multiGaussian.Rd man/bal_binary_fusion_SMC_uniGaussian.Rd man/bal_binary_fusion_biGaussian.Rd man/bal_binary_fusion_exp_4.Rd man/bal_binary_fusion_mixG.Rd man/bal_binary_fusion_multiGaussian.Rd man/bal_binary_fusion_uniGaussian.Rd man/base_rejection_sampler_exp_4.Rd man/base_rejection_sampler_mixG.Rd man/calculate_proposal_cov.Rd man/create_particle.Rd man/dnorm_mix.Rd man/dnorm_mix_tempered.Rd man/dnorm_tempered.Rd man/ea_BLR_DL_PT.Rd man/ea_BNBR_DL_PT.Rd man/ea_BRR_DL_PT.Rd man/ea_biGaussian_DL_PT.Rd man/ea_exp_4_DL.Rd man/ea_exp_4_DL_PT.Rd man/ea_mixG_DL_PT.Rd man/ea_multiGaussian_DL_PT.Rd man/ea_phi_biGaussian_DL.Rd man/ea_phi_biGaussian_DL_LB.Rd man/ea_phi_biGaussian_DL_bounds.Rd man/ea_phi_exp_4_DL.Rd man/ea_phi_exp_4_DL_LB.Rd man/ea_phi_exp_4_DL_bounds.Rd man/ea_phi_mixG_DL.Rd man/ea_phi_mixG_DL_LB.Rd man/ea_phi_mixG_DL_bounds.Rd man/ea_phi_multiGaussian_DL.Rd man/ea_phi_multiGaussian_DL_LB.Rd man/ea_phi_multiGaussian_DL_bounds.Rd man/ea_phi_uniGaussian_DL.Rd man/ea_phi_uniGaussian_DL_LB.Rd man/ea_phi_uniGaussian_DL_bounds.Rd man/ea_uniGaussian_DL.Rd man/ea_uniGaussian_DL_PT.Rd man/exp_4_density.Rd man/fusion_biGaussian.Rd man/fusion_exp_4.Rd man/fusion_mixG.Rd man/fusion_multiGaussian.Rd man/fusion_uniGaussian.Rd man/hierarchicalFusion-package.Rd man/initialise_particle_sets.Rd man/inverse_sum_matrices.Rd man/log_rho_multivariate.Rd man/log_rho_univariate.Rd man/logsumexp.Rd man/maximal_distance_hypercube_to_cv.Rd man/mvrnormArma.Rd man/mvrnormArma_tempered.Rd man/obtain_hypercube_vertices.Rd man/parallel_GBF_BLR.Rd man/parallel_GBF_BNBR.Rd man/parallel_GBF_BRR.Rd man/parallel_GBF_biGaussian.Rd man/parallel_GBF_multiGaussian.Rd man/parallel_GBF_uniGaussian.Rd man/parallel_fusion_SMC_BLR.Rd man/parallel_fusion_SMC_BNBR.Rd man/parallel_fusion_SMC_BRR.Rd man/parallel_fusion_SMC_biGaussian.Rd man/parallel_fusion_SMC_exp_4.Rd man/parallel_fusion_SMC_mixG.Rd man/parallel_fusion_SMC_multiGaussian.Rd man/parallel_fusion_SMC_uniGaussian.Rd man/parallel_fusion_biGaussian.Rd man/parallel_fusion_exp_4.Rd man/parallel_fusion_mixG.Rd man/parallel_fusion_multiGaussian.Rd man/parallel_fusion_uniGaussian.Rd man/particle_ESS.Rd man/progressive_GBF_multiGaussian.Rd man/progressive_fusion_SMC_biGaussian.Rd man/progressive_fusion_SMC_exp_4.Rd man/progressive_fusion_SMC_mixG.Rd man/progressive_fusion_SMC_multiGaussian.Rd man/progressive_fusion_SMC_uniGaussian.Rd man/progressive_fusion_biGaussian.Rd man/progressive_fusion_exp_4.Rd man/progressive_fusion_mixG.Rd man/progressive_fusion_multiGaussian.Rd man/progressive_fusion_uniGaussian.Rd man/rcpp_hello_world.Rd man/resample_indices.Rd man/resample_particle_x_samples.Rd man/resample_particle_y_samples.Rd man/rho_IS_multivariate.Rd man/rho_IS_univariate.Rd man/rho_j_BLR.Rd man/rho_j_BNBR.Rd man/rho_j_BRR.Rd man/rho_j_biGaussian.Rd man/rho_j_multiGaussian.Rd man/rho_j_uniGaussian.Rd man/rmix_norm.Rd man/rmix_norm_tempered_rejection_sampler.Rd man/rnorm_tempered.Rd man/row_wise_subtraction.Rd man/sample_exp_4.Rd man/scaled_distance.Rd man/spectral_radius.Rd man/weighted_mean_multivariate.Rd man/weighted_mean_univariate.Rd man/weighted_trajectory_variation_multivariate.Rd man/weighted_trajectory_variation_univariate.Rd man/weighted_variance_multivariate.Rd man/weighted_variance_univariate.Rd scripts/NB_regression/bike_sharing/BS128_NB.R scripts/NB_regression/bike_sharing/BS16_NB.R scripts/NB_regression/bike_sharing/BS32_NB.R scripts/NB_regression/bike_sharing/BS4_NB.R scripts/NB_regression/bike_sharing/BS64_NB.R scripts/NB_regression/bike_sharing/BS8_NB.R scripts/NB_regression/bike_sharing/BS_NB_plots.R scripts/NB_regression/medical_demand/DB16.R scripts/NB_regression/medical_demand/DB32.R scripts/NB_regression/medical_demand/DB4.R scripts/NB_regression/medical_demand/DB8.R scripts/NB_regression/medical_demand/DB_plots.R scripts/bivariate_Gaussian/bayesian_fusion/bivariate_Gaussian_bf_example.R scripts/bivariate_Gaussian/bayesian_fusion/dissimilar_means_example.R scripts/bivariate_Gaussian/bayesian_fusion/dissimilar_means_replicates.R scripts/bivariate_Gaussian/bayesian_fusion/similar_means_example.R scripts/bivariate_Gaussian/bayesian_fusion/similar_means_replicates.R scripts/bivariate_Gaussian/importance_sampling/varying_rho_importance_sampling.R scripts/bivariate_Gaussian/importance_sampling/varying_rho_replicates.R scripts/bivariate_Gaussian/rejection_sampling/varying_rho_example.R scripts/exp_4/importance_sampling/varying_C_experiments_smc.R scripts/exp_4/importance_sampling/varying_C_experiments_smc_replicates.R scripts/exp_4/rejection_sampling/toy_example_exp_4_MCF.R scripts/exp_4/rejection_sampling/varrying_C_standard_experiments.R scripts/exp_4/rejection_sampling/varying_C_experiments.R scripts/logistic_regression/credit_card/CC128.R scripts/logistic_regression/credit_card/CC32.R scripts/logistic_regression/credit_card/CC64.R scripts/logistic_regression/credit_card/CC_plots.R scripts/logistic_regression/nycflights13/NYC128.R scripts/logistic_regression/nycflights13/NYC16.R scripts/logistic_regression/nycflights13/NYC256.R scripts/logistic_regression/nycflights13/NYC32.R scripts/logistic_regression/nycflights13/NYC4.R scripts/logistic_regression/nycflights13/NYC64.R scripts/logistic_regression/nycflights13/NYC64_varying_N.R scripts/logistic_regression/nycflights13/NYC64_varying_N_approximate_replicates.R scripts/logistic_regression/nycflights13/NYC8.R scripts/logistic_regression/nycflights13/NYC_plots.R scripts/logistic_regression/simulated_data/SD16.R scripts/logistic_regression/simulated_data/SD32.R scripts/logistic_regression/simulated_data/SD4.R scripts/logistic_regression/simulated_data/SD8.R scripts/logistic_regression/simulated_data/SD_plots.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD16_DCGBF.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD32_DCGBF.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD4_DCGBF.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD64_DCGBF.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD8_DCGBF.R scripts/logistic_regression/simulated_data/dc_bayesian_fusion/SD_DCGBF_plots.R scripts/logistic_regression/smart_grid/SG128.R scripts/logistic_regression/smart_grid/SG16.R scripts/logistic_regression/smart_grid/SG32.R scripts/logistic_regression/smart_grid/SG4.R scripts/logistic_regression/smart_grid/SG64.R scripts/logistic_regression/smart_grid/SG8.R scripts/logistic_regression/smart_grid/SG_plots.R scripts/mixture_Gaussian/comparison_mix_G.R scripts/mixture_Gaussian/importance_sampling/harder_example_smc.R scripts/mixture_Gaussian/rejection_sampling/harder_example.R scripts/mixture_Gaussian/rejection_sampling/simple_example.R scripts/mixture_Gaussian/rejection_sampling/toy_example_mixG_MCF.R scripts/multivariate_Gaussian/bivG_verify/bivariate_Gaussian_bf_example_multi.R scripts/multivariate_Gaussian/bivG_verify/varying_rho_example_multi.R scripts/multivariate_Gaussian/bivG_verify/varying_rho_importance_sampling_multi.R scripts/multivariate_Gaussian/dimension_study_similar_means.R scripts/multivariate_Gaussian/dimension_study_similar_means_replicates.R scripts/robust_regression/power_plant/PP128.R scripts/robust_regression/power_plant/PP16.R scripts/robust_regression/power_plant/PP32.R scripts/robust_regression/power_plant/PP4.R scripts/robust_regression/power_plant/PP64.R scripts/robust_regression/power_plant/PP8.R scripts/robust_regression/power_plant/PP_plots.R scripts/univariate_Gaussian/bayesian_fusion/dissimilar_means_example.R scripts/univariate_Gaussian/bayesian_fusion/similar_means_example.R scripts/univariate_Gaussian/bayesian_fusion/univariate_Gaussian_bf_example.R scripts/univariate_Gaussian/importance_sampling/separate_modes_smc.R scripts/univariate_Gaussian/importance_sampling/separate_modes_with_tempering.R scripts/univariate_Gaussian/importance_sampling/varying_C_experiments_uniG_smc_replicates.R scripts/univariate_Gaussian/rejection_sampling/separate_modes.R scripts/univariate_Gaussian/rejection_sampling/varying_C_experiments_uniG.R