Man pages for PaoloLuciano/bpwpm2
Bayesian Piece-wise Polynomial Package
| accuracy | Calculate the Accuracy of the model |
| bpwpm2_gibbs | Bayesian Piece-Wise Polynomial Model 2 Algorithm |
| calculate_eta | Calculate prediction eta |
| calculate_F | F matrix calculation |
| calculate_Psi | Piece wise polinomial expansion for X (PWP) |
| contingency_table | Contingency Table for the prediciton of a bpwpm |
| ergodic_mean | Ergodic Mean |
| log_loss | Log Loss |
| model_eta | Calculates trained model for new Data |
| NormalBiVarMod | Modified Simulation of two groups of normal bivariate... |
| plot_2D | Wrapper Function for 2D Input Plots |
| plot_2D_data | —————— Scatter Plot of 2D data |
| plot_2D_F | Plots the transformed input space F |
| plot_2D_proj | Plot 2D projection of the Model |
| plot_3D_proj | Plots the 3D representation of the projection function |
| plot.bpwpm | Generic bpwpm object 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 bpwpm2 beta 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 |
