Man pages for KatarzynaReluga/postcAIC
Post-cAIC selection inference under Linear Mixed Models
| compute_cAIC_for_model_set | Compute cAIC for different models |
| compute_corrected_mse | Compute second-order correct MSE |
| compute_information_criteria | Compute information criteria |
| compute_mse | Compute MSE |
| compute_Sigma | Compute Sigma |
| compute_upsilon | Compute matrix upsilon |
| construct_constraints | Construct constraints |
| create_modelset | Create matrix selecting covariates in models |
| create_Z | Create matrix Z |
| estimate_invK | Estimate inverse of matrix K |
| estimate_NERM | Estimate nested error regression model (NERM) |
| find_starting_points | Find starting points |
| format_results | Format results to plot them together |
| naive_CI | Naive confidence intervals (CI) |
| plot.multi_CI | Plots naive, post-cAIC and post-OBSP CI for mixed effects |
| plot.naive_CI | Plots naive confidence intervals (CI) for mixed effects |
| plot.postcAIC_CI | Plots post-cAIC confidence intervals (CI) for mixed effects |
| plot.postOBSP_CI | Plots post-OBSP CI for mixed effects |
| postcAIC_CI | Post-cAIC confidence intervals |
| postcAIC_nhaens | Subset of data from R package NHAENS |
| postOBSP_CI | Post-OBSP confidence intervals (CI) |
| sample_with_constraints | Sample with constraints |
| simulations_n15_mi5 | Covariates to run simulations |
| simulations_n30_mi10 | Covariates to run simulations |
| simulations_n30_mi20 | Covariates to run simulations |
| simulations_n30_mi5 | Covariates to run simulations |
| simulations_n60_mi5 | Covariates to run simulations |
| simulations_n90_mi5 | Covariates to run simulations |
| vectorize_Sigma | Vectorize Sigma |
