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PUMP
View on CRAN: Click
here
Download and install PUMP package within the R console
Install from CRAN:
install.packages("PUMP")
Install from Github:
library("remotes")
install_github("cran/PUMP") Install by package version:
library("remotes")
install_version("PUMP", "1.0.4") Attach the package and use:
library("PUMP")
Maintained by
Luke Miratrix
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-09
Latest Update: 2025-03-12
Description:
Estimates power, minimum detectable effect size (MDES) and sample size requirements. The context is multilevel randomized experiments with multiple outcomes. The estimation takes into account the use of multiple testing procedures. Development of this package was supported by a grant from the Institute of Education Sciences (R305D170030). For a full package description, including a detailed technical appendix, see .
How to cite:
Luke Miratrix (2022). PUMP: Power Under Multiplicity Project. R package version 1.0.4, https://cran.r-project.org/web/packages/PUMP. Accessed 27 Jun. 2026.
Previous versions and publish date:
Other packages that cited PUMP R package
View PUMP citation profile
Other R packages that PUMP depends,
imports, suggests or enhances
Complete documentation for PUMP
Functions, R codes and Examples using
the PUMP R package
Some associated functions: PUMP . adjp_wysd . adjp_wyss . calc_J . calc_K . calc_SE . calc_df . calc_nbar . calc_pval . check_cor . comp_rawp_sd . comp_rawp_ss . convert_params . estimate_power_curve . find_best . fit_bounded_logistic . gen_RE_cov_matrix . gen_T.x . gen_Yobs . gen_assignments . gen_base_sim_data . gen_corr_matrix . gen_cov_matrix . gen_sim_data . get_adjp_minp . get_power_results . get_pval_tstat . get_rawpt . interacted_linear_estimators . make_model . makelist_samp . optimize_power . parse_d_m . parse_power_definition . plot.pumpgridresult.mdes . plot.pumpgridresult . plot.pumpgridresult.power . plot.pumpgridresult.sample . plot.pumpresult . plot_power_curve . plot_power_search . power_curve . print_context . print_search . pump_info . pump_mdes . pump_mdes_grid . pump_power . pump_power_grid . pump_sample . pump_sample_grid . pump_sample_raw . pumpgridresult . pumpresult . run_grid . setup_default_parallel_plan . transpose_power_table . update.pumpresult . update_grid . validate_inputs .
Some associated R codes: correlation.R . designs_and_models.R . grid_functions.R . model_fitting.R . optimize_power.R . plots.R . pump_mdes.R . pump_power.R . pump_sample.R . pump_wy.R . pumpgridresult.R . pumpresult.R . simulation.R . util.R . Full PUMP package functions and examples
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