Man pages for matthiasspeidel/hmi
Hierarchical Multiple Imputation
| calc | helper function to be called in 'update.alpha.coef'. |
| components | Function to get the likelihood contribution of different... |
| doubleintegral | Function to calculate double integrals |
| extract_varnames | Function to extract the different elements of a formula |
| get_type | Get the type of variables. |
| gibbs.coef | Gibbs sampler for random coefficient model |
| hmi | hmi: Hierarchical Multilevel Imputation. |
| hmi_pool | Averages the results of the imputation function 'hmi'. |
| imp_binary_multi | The function for hierarchical imputation of binary variables. |
| imp_binary_single | The function for imputation of binary variables. |
| imp_cat_multi | The function for hierarchical imputation of categorical... |
| imp_cat_single | The function to impute categorical variables |
| imp_cont_multi | The function for hierarchical imputation of contious... |
| imp_cont_single | The function for imputation of contiuous variables. |
| imp_count_multi | The function for hierarchical imputation of variables with... |
| imp_count_single | The function for imputation of binary variables. |
| imp_multi | The main function called by the user. LATER THE USER WILL USE... |
| imp_orderedcat_multi | The function for hierarchical imputation of categorical... |
| imp_orderedcat_single | The function to impute ordered categorical variables |
| imp_roundedcont | The function to impute rounded continuous variables |
| imp_semicont_multi | The function for hierarchical imputation of semicontinous... |
| imp_semicont_single | The function for hierarchical imputation of semicontinous... |
| inputcheck | Input checker |
| negloglik2 | calculate the likelihood contribution of the data |
| pbivnormX | calculate probabilities from the cumulative distribution... |
| sample_imp | Sample imputation. |
| update.alpha.coef | update.alpha.coef |
| update.beta.coef | update.beta.coef |
| update.sigma.alpha.coef | update.sigma.alpha.coef |
| update.sigma.y.coef | update.sigma.y.coef |
| wrapper | The main warpper function called by the user. LATER THE USER... |
