Package index • PUMP

All functions

calc_df(): Calculate degrees of freedom (support function)

check_cor(): Check correlation of test statistics (simulation function)

convert_params(): Converts model params into DGP params (simulation function)

gen_T.x(): Generate treatment assignment vector (simulation function)

gen_Yobs(): Generate observed outcomes (simulation function)

gen_base_sim_data(): Generate base simulated multi-level data (simulation function)

gen_cluster_ids(): Generates school and district assignments (simulation function)

gen_corr_matrix(): Generate correlation matrix (simulation function)

gen_sim_data(): Generate simulated multi-level data (simulation function)

get_power_results(): Calculates different definitions of power (support function)

parse_d_m(): Return characteristics of a given context/d_m code (support function)

plot(<pumpgridresult>): Plot a pumpgridresult object (result function)

plot(<pumpresult>): Plot a pumpresult object (result function)

power_curve(): Obtain a power curve for a range of sample size or MDES values

print_context(): Print context (design, model, parameter values) of pumpresult or pumpgridresult (result function)

pump_info(): Provides details about supported package features (core function)

pump_mdes(): Estimate the minimum detectable effect size (MDES) (core function)

pump_mdes_grid(): Run pump_mdes on varying values of parameters (grid function)

pump_power(): Estimate power across definitions (core function)

pump_power_grid(): Run pump_power on varying values of parameters (grid function)

pump_sample(): Estimate the required sample size (core function)

pump_sample_grid(): Run pump_sample on varying values of parameters (grid function)

is.pumpgridresult() print(<pumpgridresult>) summary(<pumpgridresult>): Result object for results of grid power calculations

params() d_m() design() search_path() pump_type() is.pumpresult() `[`(<pumpresult>) `[[`(<pumpresult>) dim(<pumpresult>) summary(<pumpresult>) print(<pumpresult>) as.data.frame(<pumpresult>): pumpresult object for results of power calculations

transpose_power_table(): Convert power table from wide to long (result function)

update(<pumpgridresult>): Update a pump grid call, tweaking some parameters (core function)

update(<pumpresult>): Update a pump call, tweaking some parameters (core function)

update_grid(): Update a single pump call to a grid call (grid function)