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skpr  

Design of Experiments Suite: Generate and Evaluate Optimal Designs
View on CRAN: Click here


Download and install skpr package within the R console
Install from CRAN:
install.packages("skpr")

Install from Github:
library("remotes")
install_github("cran/skpr")

Install by package version:
library("remotes")
install_version("skpr", "1.8.2")



Attach the package and use:
library("skpr")
Maintained by
Tyler Morgan-Wall
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-18
Latest Update: 2023-06-16
Description:
Generates and evaluates D, I, A, Alias, E, T, and G optimal designs. Supports generation and evaluation of blocked and split/split-split/.../N-split plot designs. Includes parametric and Monte Carlo power evaluation functions, and supports calculating power for censored responses. Provides a framework to evaluate power using functions provided in other packages or written by the user. Includes a Shiny graphical user interface that displays the underlying code used to create and evaluate the design to improve ease-of-use and make analyses more reproducible. For details, see Morgan-Wall et al. (2021) <doi:10.18637/jss.v099.i01>.
How to cite:
Tyler Morgan-Wall (2017). skpr: Design of Experiments Suite: Generate and Evaluate Optimal Designs. R package version 1.8.2, https://cran.r-project.org/web/packages/skpr. Accessed 09 Jun. 2025.
Previous versions and publish date:
0.35.1 (2017-08-18 01:54), 0.39.0 (2017-10-16 01:26), 0.40.1 (2017-10-20 22:52), 0.45.2 (2018-01-23 00:24), 0.47.5 (2018-03-26 20:52), 0.49.0 (2018-05-16 19:27), 0.49.1 (2018-05-30 19:51), 0.53.3 (2018-07-11 23:10), 0.53.4 (2018-07-13 19:10), 0.54.3 (2018-08-08 20:40), 0.56.1 (2018-09-21 22:20), 0.57.0 (2018-11-13 20:20), 0.61.3 (2019-09-19 19:00), 0.62.0 (2019-12-02 21:00), 0.64.2 (2020-03-04 21:20), 0.66.5 (2021-05-11 23:20), 1.0.0 (2021-08-17 18:30), 1.1.4 (2022-04-08 21:40), 1.1.6 (2022-07-14 12:50), 1.3.0 (2023-04-04 21:20), 1.4.0 (2023-06-16 18:10), 1.6.1 (2023-12-07 17:50), 1.6.2 (2024-02-06 20:50), 1.7.1 (2024-03-26 02:30)
Other packages that cited skpr R package
View skpr citation profile
Other R packages that skpr depends, imports, suggests or enhances
Complete documentation for skpr
Functions, R codes and Examples using the skpr R package
Some associated functions: aliasmodel . anticoef_from_delta . anticoef_from_delta_surv . blockingstructure . calc_conservative_anticoef . calc_interaction_degrees . calcblocksizes . calcnoncentralparam . calculate_degrees_of_freedom . calculate_gefficiency . calculate_level_vector . calculate_split_columns . calculatepower . constructRunMatrix . contr.simplex . convert_blockcolumn_rownames . convert_model_dots . convert_rownames_to_covariance . disallowed_combinations . effectpower . effectpowermc . eval_design . eval_design_custom_mc . eval_design_mc . eval_design_survival_mc . extractPvalues . gen_anticoef . gen_binomial_anticoef . gen_design . gen_exponential_anticoef . gen_momentsmatrix . gen_poisson_anticoef . generate_noise_block . genhypmatrix . genparammatrix . get_attribute . get_optimality . is_intralayer_interaction . normalize_numeric_runmatrix . parameterpower . permutations . pipe . plot_correlations . plot_fds . potential_permuted_factors . print.skpr_eval_output . priorlevels . quad . rearrange_formula_by_order . reduceRunMatrix . remove_skpr_blockcols . skprGUI . skprGUIbrowser . skprGUIserver . 
Some associated R codes: RcppExports.R . aliasmodel.R . anticoef_from_delta.R . anticoef_from_delta_surv.R . blockingstructure.R . calc_conservative_anticoef.R . calc_interaction_degrees.R . calcblocksizes.R . calcnoncentralparam.R . calculate_degrees_of_freedom.R . calculate_gefficiency.R . calculate_level_vector.R . calculate_split_columns.R . calculatepower.R . constructRunMatrix.R . contr.simplex.R . convert_blockcolumn_rownames.R . convert_model_dots.R . convert_rownames_to_covariance.R . disallowed_combinations.R . effectpower.R . effectpowermc.R . eval_design.R . eval_design_custom_mc.R . eval_design_mc.R . eval_design_survival_mc.R . extractPvalues.R . gen_anticoef.R . gen_binomial_anticoef.R . gen_design.R . gen_exponential_anticoef.R . gen_momentsmatrix.R . gen_poisson_anticoef.R . generate_noise_block.R . genhypmatrix.R . genparammatrix.R . get_attribute.R . get_optimality.R . is_intralayer_interaction.R . methods.R . normalize_numeric_runmatrix.R . parallel_search_progress.R . parameterpower.R . permutation_functions.R . pipeimport.R . plot_correlations.R . plot_fds.R . priorlevels.R . quad.R . rearrange_formula_by_order.R . reduceRunMatrix.R . remove_skpr_blockcols.R . skpRcpp.R . skprGUI.R . skprGUIbrowser.R . skprGUIserver.R . startupmessage.R . zzz.R .  Full skpr package functions and examples
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