simule: Simulate by bootstrap
In FactoMineR: Multivariate Exploratory Data Analysis and Data Mining
simule R Documentation
Simulate by bootstrap
Description
Simulate by bootstrap
Usage
simule(data, nb.simul)
Arguments
data
A data frame from which the rows are the original data from which the simualte data are calculated (by the average
of a bootstrap sample. The columns corresponds to the variables for which the simulation should be done. The first column must
be a factor allowing to group the rows. A bootstrap simulation is done for each level of this factor.
nb.simul
The number of simulations.
Details
The simulation is independently done for each level of the factor. The number of rows can be different for each levels.
Value
mean
Data.frame with all the levels of the factor variable, and for each variable, the mean of the original data.
simul
Data.frame with all the levels of the factor variable, and for each variable, the nb.simul bootstrap simulations.
simul.mean
Data.frame with all the levels of the factor variable, and for each variable, the mean of the simulated data.
Author(s)
Jeremy Mazet
FactoMineR documentation built on May 29, 2024, 3:36 a.m.
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| simule | R Documentation |
Simulate by bootstrap
Description
Simulate by bootstrap
Usage
simule(data, nb.simul)
Arguments
data |
A data frame from which the rows are the original data from which the simualte data are calculated (by the average of a bootstrap sample. The columns corresponds to the variables for which the simulation should be done. The first column must be a factor allowing to group the rows. A bootstrap simulation is done for each level of this factor. |
nb.simul |
The number of simulations. |
Details
The simulation is independently done for each level of the factor. The number of rows can be different for each levels.
Value
mean |
Data.frame with all the levels of the factor variable, and for each variable, the mean of the original data. |
simul |
Data.frame with all the levels of the factor variable, and for each variable, the nb.simul bootstrap simulations. |
simul.mean |
Data.frame with all the levels of the factor variable, and for each variable, the mean of the simulated data. |
Author(s)
Jeremy Mazet
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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