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ecocbo (version 1.0.0)

betaNested: Data set containing the results of applying ecocbo::sim_beta() to a nested factors experiment.

Description

The dataset contains the results of applying ecocbo::sim_beta() to the dataset from PAPIIT experiment. The result is a list with 4 components.

Usage

betaNested

Arguments

Format

An object of class "ecocbo_beta", also a list containing four components. The format is:

$Power
m

number of sites considered for the result.

n

number of replicates within each site for the result.

Power

estimated statistical power.

Beta

estimated type II error.

fCrit

estimated pseudoF value that corresponds to the 1-alpha quartile of the distribution of pseudoF.

$Results
dat.sim

simulation from which the results are obtained.

k

number of resample for the result.

m

number of sites considered for the result.

n

number of replicates within each site for the result.

pseudoFH0

observed F value for the experimental design, when all observations belong to one site.

pseduoFHa

observed F value for the experimental design, when observations belong to different sites.

MSB(A)

calculated mean squares among sites in the experiment.

MSR

calculated mean squares for the residuals in the experiment.

$alpha

usually 0.05

$model

"nested.symmetric"

attribute

"ecocbo.beta"

Details

This dataset can be used to study the variability of the pseudoF-statistic, beta and the power when an experiment is applied to a varying number of samples, sampling units, or sampling sites.