sk_esd: A function to check the magnitude of the difference for all...
In klainfo/ScottKnottESD: The Non-Parametric Scott-Knott Effect Size Difference (ESD) Test
sk_esd R Documentation
A function to check the magnitude of the difference for all pairs of treatments
Description
A function to check the magnitude of the difference for all pairs of treatments
An enhancement of the Scott-Knott test (which cluster distributions into statistically distinct ranks) that takes effect size into consideration.
Usage
checkDifference(ranking, data)
sk_esd(x, version = "np", alpha = 0.05, ...)
Arguments
ranking
A ranking that is produced by the Scott-Knott ESD test
data
a data frame of treatment means
x
A wide-format data frame.
version
The version of scott-knott test. "np" = non-parametric, "p" = parametric, "o" = original
alpha
The significance level.
...
Optional parameters.
Value
A result of the magnitude of the difference for all pairs of treatments.
A sk_esd object.
Author(s)
Chakkrit Tantithamthavorn (kla@chakkrit.com)
Examples
sk <- sk_esd(example)
checkDifference(sk$groups, example)
sk <- sk_esd(example)
plot(sk)
sk <- sk_esd(maven)
plot(sk)
klainfo/ScottKnottESD documentation built on Feb. 15, 2023, 5:46 a.m.
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| sk_esd | R Documentation |
A function to check the magnitude of the difference for all pairs of treatments
Description
A function to check the magnitude of the difference for all pairs of treatments
An enhancement of the Scott-Knott test (which cluster distributions into statistically distinct ranks) that takes effect size into consideration.
Usage
checkDifference(ranking, data) sk_esd(x, version = "np", alpha = 0.05, ...)
Arguments
ranking |
A ranking that is produced by the Scott-Knott ESD test |
data |
a data frame of treatment means |
x |
A wide-format data frame. |
version |
The version of scott-knott test. "np" = non-parametric, "p" = parametric, "o" = original |
alpha |
The significance level. |
... |
Optional parameters. |
Value
A result of the magnitude of the difference for all pairs of treatments.
A sk_esd object.
Author(s)
Chakkrit Tantithamthavorn (kla@chakkrit.com)
Examples
sk <- sk_esd(example) checkDifference(sk$groups, example) sk <- sk_esd(example) plot(sk) sk <- sk_esd(maven) plot(sk)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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