Bayesian Methods for Economic Data Disaggregation
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Documentation for package ‘BayesianDisaggregation’ version 0.1.2
Help Pages
| bayesian_disaggregate | Run Bayesian disaggregation |
| coherence_score | Coherence score (prior → posterior alignment improvement) |
| compute_L_from_P | Compute likelihood vector from a prior matrix via SVD (center-only, robust) |
| interpretability_score | Interpretability score (structure preservation + plausibility) |
| log_enable | Enable logging at a specific level |
| numerical_stability_exp | Numerical stability (exponential penalty) |
| posterior_adaptive | Adaptive posterior based on sector volatility |
| posterior_dirichlet | Dirichlet-conjugate posterior (analytical mean) |
| posterior_multiplicative | Multiplicative posterior (Hadamard product + renormalization) |
| posterior_weighted | Weighted-average posterior (convex combination) |
| read_cpi | Read CPI data from an Excel file |
| read_weights_matrix | Read a weights matrix from an Excel file |
| run_grid_search | Run grid search for parameter optimization (parallel PSOCK) |
| save_results | Save disaggregation results to disk |
| spread_likelihood | Spread a likelihood vector across time with a chosen temporal pattern |
| stability_composite | Composite stability score (numerical and temporal) |
| temporal_stability | Temporal stability (smoothness over time) |