Package index
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calc_df()
- Calculate degrees of freedom (support function)
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check_cor()
- Check correlation of test statistics (simulation function)
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convert_params()
- Converts model params into DGP params (simulation function)
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gen_T.x()
- Generate treatment assignment vector (simulation function)
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gen_Yobs()
- Generate observed outcomes (simulation function)
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gen_base_sim_data()
- Generate base simulated multi-level data (simulation function)
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gen_cluster_ids()
- Generates school and district assignments (simulation function)
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gen_corr_matrix()
- Generate correlation matrix (simulation function)
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gen_sim_data()
- Generate simulated multi-level data (simulation function)
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get_power_results()
- Calculates different definitions of power (support function)
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parse_d_m()
- Return characteristics of a given context/d_m code (support function)
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plot(<pumpgridresult>)
- Plot a pumpgridresult object (result function)
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plot(<pumpresult>)
- Plot a pumpresult object (result function)
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power_curve()
- Obtain a power curve for a range of sample size or MDES values
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print_context()
- Print context (design, model, parameter values) of pumpresult or pumpgridresult (result function)
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pump_info()
- Provides details about supported package features (core function)
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pump_mdes()
- Estimate the minimum detectable effect size (MDES) (core function)
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pump_mdes_grid()
- Run pump_mdes on varying values of parameters (grid function)
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pump_power()
- Estimate power across definitions (core function)
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pump_power_grid()
- Run pump_power on varying values of parameters (grid function)
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pump_sample()
- Estimate the required sample size (core function)
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pump_sample_grid()
- Run pump_sample on varying values of parameters (grid function)
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is.pumpgridresult()
print(<pumpgridresult>)
summary(<pumpgridresult>)
- Result object for results of grid power calculations
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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
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transpose_power_table()
- Convert power table from wide to long (result function)
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update(<pumpgridresult>)
- Update a pump grid call, tweaking some parameters (core function)
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update(<pumpresult>)
- Update a pump call, tweaking some parameters (core function)
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update_grid()
- Update a single pump call to a grid call (grid function)