Man pages for lmiratrix/blkvar
ATE and Treatment Variation Estimation for Blocked and Multisite RCTs
| add_obs_data | Randomize and calculate observed outcome |
| analysis_functions | Multilevel model based tests for cross site variation |
| analysis_Qstatistic | Calculate confidence interval for cross site variation using... |
| as.data.frame.multisiteresult | Cast qstat result to data.frame |
| blkvar | 'blkvar' package |
| block_distn | Generate site sizes for simulation of multisite or blocked... |
| block_estimator | Block variance estimation function. |
| block_estimator_tabulated | Block variance estimation function. |
| calc_cross_site_variation | Calculate cross site variation |
| calc_power | Calculate power for cross-site variation |
| calc_summary_stats | Summarise data by block. |
| calc_summary_stats_formula | Summarise data by block. |
| calc_summary_stats_oracle | Make table of data for simulations |
| compare_methods | Compare different estimators for multisite/blocked RCTs. |
| compare_methods_oracle | Compare estimators using the true values (i.e., full schedule... |
| compare_methods_variation | Compare different estimates of cross site variation. |
| compare_MLM_methods | Compare different MLM methods |
| describe_data | Describe an oracle (simulated) dataset. |
| estimate_ATE_design_based | Implementation of the formula found in RCT-YES documentation. |
| estimate_ATE_design_based_from_stats | Calculate ATE from block-level summary statistics. |
| estimate_ATE_FIRC | Estimate the ATE using Random-Intercept, Random-Coefficient... |
| estimate_ATE_RIRC | Estimate the ATE using Random-Intercept, Constant-Coefficient... |
| estimate_ATE_RIRC_pool | Fit Random-intercept, random-slope model |
| fixed_effect_estimators | Fixed effect linear regression |
| form_blocks_from_continuous | Cut continuous covariate into similar-valued blocks |
| generate_blocked_data | Make simulated dataset from a list of block sizes |
| generate_blocked_data_linear | Make data from a linear model specification |
| generate_individuals_from_blocks | Generate individual-level data from a list of block sizes and... |
| generate_multilevel_data_model | Generate individual data given a dataframe of site level... |
| get_EB_estimates | Get empirical Bayes estimates from fit FIRC model |
| interacted_linear_estimators | Interacted linear regression models |
| is.multisiteresult | Is object a multisiteresult object? |
| linear_model_estimators | Estimate a series of linear models using different weighting... |
| make_covariate_set | Generate block of noisy covariates |
| method_characteristics | Get list of methods in package along with characteristics of... |
| print.multisiteresult | Pretty print result from Q-statistic call |
| print.var_dat | Print method for block_estimator output |
| rerandomize_data | Rerandomize a given multisite simulated dataset and... |
| weighted_linear_estimators | Survey-weighted adjusted linear regression |
