Power Under Multiplicity Project

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Documentation for package ‘PUMP’ version 1.0.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

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