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odr
View on CRAN: Click
here
Download and install odr package within the R console
Install from CRAN:
install.packages("odr")
Install from Github:
library("remotes")
install_github("cran/odr")
Install by package version:
library("remotes")
install_version("odr", "1.4.4")
Attach the package and use:
library("odr")
Maintained by
Zuchao Shen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-17
Latest Update: 2023-08-08
Description:
Calculate the optimal sample size allocation that
produces the highest statistical power for experimental
studies under a budget constraint, and
perform power analyses with and without accommodating
cost structures of sampling. The designs cover single-level
and multilevel experiments detecting main, mediation,
and moderation effects (and some combinations).
The references for the proposed methods include:
(1) Shen, Z., & Kelcey, B. (2020).
Optimal sample allocation under unequal costs in
cluster-randomized trials.
Journal of Educational and Behavioral Statistics, 45(4): 446-474.
.
(2) Shen, Z., & Kelcey, B. (2022b). Optimal sample allocation for
three-level multisite cluster-randomized trials.
Journal of Research on Educational Effectiveness, 15 (1), 130-150.
.
(3) Shen, Z., & Kelcey, B. (2022a). Optimal sample allocation in
multisite randomized trials. The Journal of Experimental Education.
.
(4) Champely, S. (2020). pwr: Basic functions for power analysis
(Version 1.3-0) [Software]. Available from
.
How to cite:
Zuchao Shen (2017). odr: Optimal Design and Statistical Power for Experimental Studies Investigating Main, Mediation, and Moderation Effects. R package version 1.4.4, https://cran.r-project.org/web/packages/odr. Accessed 22 Dec. 2024.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for odr
Functions, R codes and Examples using
the odr R package
Some associated functions: gen.design.pars . od.1.111 . od.1 . od.2.221 . od.2 . od.2m.111 . od.2m . od.3 . od.3m . od.4 . od.4m . odr-package . power.1.111 . power.1 . power.2.221 . power.2 . power.2m.111 . power.2m . power.3 . power.3m . power.4 . power.4m . re . rpe .
Some associated R codes: gen.design.pars.R . od.1.111.R . od.1.R . od.2.221.R . od.2.R . od.2m.111.R . od.2m.R . od.3.R . od.3m.R . od.4.R . od.4m.R . odr.R . power.1.111.R . power.1.R . power.2.221.R . power.2.R . power.2m.111.R . power.2m.R . power.3.R . power.3m.R . power.4.R . power.4m.R . re.R . rpe.R . Full odr package functions and examples
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