Dif_dist: Difference in distance between centroids

Description Usage Arguments

View source: R/Dif_dist_function.R

Description

This function computes distances between centroids of ponds with and without fish for each isolation distance treatment. Then it computes the differences among those distances among isolation treatments and tests it for significance. IMPORTANT: This function will only work for the variables provided in this package, you may need to make changes to it if you want to apply it to a different data set.

Usage

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Dif_dist(
  com,
  x1,
  x2,
  LVs = NULL,
  test = TRUE,
  nperm,
  family,
  num.lv = 2,
  strata = T,
  show.perm = T,
  orig_n.init = 30,
  perm_n.init = 1,
  type = "centroid",
  method = "VA",
  refit_perm = F
)

Arguments

x1

A vector containing the identity of fish treatments.

x2

A vector containing the identity of isolation treatments.

LVs

The latent variables or ordination axis to be used to compute centroids. If NULL, GLLVM will be computed. Defaut is NULL.

test

Should the significance of the difference between distances be tested? Defaut is set to TRUE. If FALSE, all arguments related to test will be ignored.

nperm

The number of permutations.

family

Family distribution to fit the GLLVMs.

num.lv

Number of latent variables used to compute GLLVMs.

strata

Should communities be permuted freely or be restricted by fish treatment? Defaut to TRUE.

show.perm

Show permutation steps?

orig_n.init

Number of iterations used to compute the original GLLVM? Defaut to 30.

perm_n.init

Number of iterations used to compute the permuted GLLVMs? Defaut to 1.

type

Either "centroid" or "median". Should centroids or spatial medians be computed?

method

Either "VA" or "LA". The method used to estimate latent variables. See function gllvm from package gllvm

refit_perm

If TRUE, the rows of the original community matrix will be permuted and for every permutation a gllvm will be computed. It can take too much time. If false, only the rows of a matrix with the original latent variables are permuted.

comm

The community data. A species by site matrix containing abundance data.


RodolfoPelinson/PredatorIsolationComm documentation built on June 7, 2021, 6:19 p.m.