Man pages for timothy-barry/glmeiv
Implements the GLM-EIV model and method
| augment_family_object | Augment family object |
| check_col_names | Check column names |
| compute_info_submat | Compute information submatrix |
| compute_theoretical_conditional_means | Compute theoretical conditional means |
| create_simulatr_specifier_object | Create simulatr specifier object (v2) |
| diag_matrix_multiply | Diagonal matrix multiply |
| generate_full_data | Generate full data |
| generate_glm_data_sim | Generate glm data for simulation |
| get_info_mat_pieces | Get SE pieces |
| get_info_mat_pieces_helper | Get matrices from fit |
| get_optimal_threshold | Get optimal threshold |
| get_theoretical_densities_and_thresholds | Get DFs for mixture plots |
| get_thresholding_estimator_est_no_int | Get thresholding estimator estimate (no intercept model) |
| get_thresholding_estimator_var_no_int | Get variance of thresholding estimator (no intercept) |
| get_tresholding_estimator_bias | Get bias of thresholding estimator |
| glmeiv | glmeiv: a glm-oriented variant of the errors-in-variables... |
| is_monotonic | check em runs |
| obtain_valid_ids | Obtain valid IDs |
| plot_all_arms | Plot all arms |
| plot_em_classifications | Plot EM classifications |
| plot_mixture | Plot mixture |
| plot_posterior_membership_probabilities | Plot posterior membership probabilities |
| run_delta_method | Run delta method |
| run_e_step | Run E step |
| run_full_glmeiv_given_pilot_params | Run full GLM-EIV given pilot estiamtes |
| run_full_glmeiv_given_weights | Run full GLM-EIV given weights |
| run_glmeiv_at_scale_simulatr | Run GLM-EIV at scale simulatr |
| run_glmeiv_given_precomputations | Run GLM-EIV given precomputations |
| run_glmeiv_precomputation | Run GLM-EIV precomputation |
| run_glmeiv_random_init_simulatr | Run GLM-EIV (random inititalization) |
| run_inference_on_em_fit | Run inference on EM fit |
| run_reduced_em_algo | Run univariate poisson EM algo |
| run_thresholding_method | Run thresholding method |
| run_thresholding_method_simulatr | Run thresholding method simulatr V2 |
| run_umimodal_mixture_method_simulatr | Run unimodal mixture method in simulatr |
| select_best_em_run | Select best EM run |
| wrangle_glmeiv_result | Wrangle GLM-EIV result |
