R: Power Under Multiplicity Project

# Power Under Multiplicity Project

## Documentation for package ‘PUMP’ version 1.0.4

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

as.data.frame.pumpresult | pumpresult object for results of power calculations
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)
design | pumpresult object for results of power calculations
dim.pumpresult | pumpresult object for results of power calculations
d_m | pumpresult object for results of power calculations
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)
gen_T.x | Generate treatment assignment vector (simulation function)
gen_Yobs | Generate observed outcomes (simulation function)
get_power_results | Calculates different definitions of power (support function)
is.pumpgridresult | Result object for results of grid power calculations
is.pumpresult | pumpresult object for results of power calculations
params | pumpresult object for results of power calculations
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.pumpgridresult | Result object for results of grid power calculations
print.pumpresult | pumpresult object for results of power calculations
print_context | Print context (design, model, parameter values) of pumpresult or pumpgridresult (result function)
pumpgridresult | Result object for results of grid power calculations
pumpresult | pumpresult object for results of power calculations
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)
pump_type | pumpresult object for results of power calculations
search_path | pumpresult object for results of power calculations
summary.pumpgridresult | Result object for results of grid power calculations
summary.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)
[.pumpresult | pumpresult object for results of power calculations
[[.pumpresult | pumpresult object for results of power calculations