build_random_matrix

an integer, that indicates the number of random drawing to do.

nbIter

an integer, that fixes a seed for random drawing.

seed

an integer,
that indicates the number of elements to randomly remove.

rm.number

an integer,
that indicates the maximum number of elements
among which the elements to remove are randomly drawn.

rm.number.max

Build a matrix of indices of elements hat will be ommitted,
 randomly drawn among a whole set of elements.

internal

Cluster together the components that make up an interactive
system on the basis of their functional redundancy
for one or more collective, systemic performances.
Plot the hierarchical tree of component clusters,
the modelled and predicted performances of component assemblages,
and other results associated with a functional clustering.
Test and prioritize the significance of the different components
that make up the interactive system,
of the different assemblages of components that make up the dataset,
and of the different performances observed on the component assemblages.
The method finds application in ecology, for instance,
where the system is an ecosystem, the components are organisms or species,
and the systemic performance is the production of biomass
or the respiration of the ecosystem.
The method is extensively described in
Jaillard B, Deleporte P, Loreau M, Violle C (2018)
"A combinatorial analysis using observational data identifies species
that govern ecosystem functioning"
<doi:10.1371/journal.pone.0201135>.

build_random_matrix: Build a matrix of missing indices

Description

Usage

Arguments

Value

Details