Man pages for PaoloLuciano/bpwpm
Bayesian Piecewise Polinomial Model
| accuracy | Calculate the Accuracy of the model |
| bpwpm_gibbs | Bayesian Piecewise Polinomial Model |
| calculate_F | F matrix calculation |
| calculate_Phi | Piece wise polinomial expansion for X (PWP) |
| calculate_projection | Calculate Projection Vector |
| contingency_table | Contingency Table for the prediciton of a bpwpm |
| ergodic_mean | Ergodic Mean |
| log_loss | Log Loss |
| mode | Mode |
| model_projection | Calculates trained model for new Data |
| plot_2D | Wrapper Function for 2D Input Plots |
| plot_2D_data | Scatter Plot of 2D data |
| plot_2D_proj | Plot 2D projection of the Model |
| plot_3D_proj | Plots the 3D representation of the projection function |
| plot.bpwpm | Generic bpwpm plotting |
| plot.bpwpm_prediction | Generic function for plotting bpwpm_predictions objects |
| plot_chains | Plot MCMC Chains |
| plot_each_F | Plots each dimention f(x) |
| plot_ergodic_mean | Plot Ergodic Mean |
| plot_hist | Plot MCMC Chains histograms |
| posterior_params | Puntual Posterior Estimation of bpwpm Parameters |
| posterior_probs | Calculate Probabilities of Binary Outcome |
| predict.bpwpm | Predict Method for a bpwpm |
| summary.bpwpm | Summarizes an bpwpm run |
| summary.bpwpm_params | Summarizes the parameters of an bpwpm |
| summary.bpwpm_prediction | Summarizes an bpwpm prediciton |
| thin_bpwpm | Thinning of a BPWPM |
| thin_chain | Thin MCMC Chain |
