# Setup code for tests # load vegan library("vegan") library("permute") # load data data(dune, dune.env, BCI, pyrifos, package = "vegan") # example data from ?vegan::prc prc_df <- tibble::tibble( week = gl(11, 12, labels = c(-4, -1, 0.1, 1, 2, 4, 8, 12, 15, 19, 24)), dose = factor(rep(c(0.1, 0, 0, 0.9, 0, 44, 6, 0.1, 44, 0.9, 0, 6), 11)), ditch = gl(12, 1, length = 132) ) prc_ctrl <- with( prc_df, how( plots = Plots(strata = ditch, type = "free"), within = Within(type = "series"), nperm = 99 ) ) # RNG seed for examples seed <- 20260214 # adonis dune_adonis <- withr::with_seed( seed, adonis2(dune ~ Management + A1, data = dune.env) ) # ANOSIM dune_dij <- vegdist(dune) dune_ano <- withr::with_seed(seed, { with( dune.env, anosim(dune_dij, Management) ) }) # PCA, CA, RDA, and CCA dune_pca <- pca(dune) dune_ca <- ca(dune) dune_cca <- cca( dune ~ A1 + Moisture + Use + Management, data = dune.env ) dune_rda <- rda( dune ~ A1 + Moisture + Use + Management, data = dune.env ) # DCA dune_dca <- decorana(dune) # envfit dune_envfit <- withr::with_seed( seed, envfit(dune_ca ~ Moisture + A1, dune.env, perm = 199) ) # fisherfit m_fisherfit <- fisherfit(BCI[5, ]) # isomap dune_isomap <- isomap(dune_dij, k = 3) # metaMDS dune_mds <- withr::with_seed( seed, metaMDS(dune, trace = FALSE) ) dune_mds_no_spp <- withr::with_seed( seed, metaMDS(vegdist(dune), trace = FALSE) ) # permustats permu_adonis <- permustats(dune_adonis) permu_ano <- permustats(dune_ano) permu_cca <- withr::with_seed( seed, permustats(anova(dune_cca)) ) permu_rda <- withr::with_seed( seed, permustats(anova(dune_rda)) ) # poolaccum bci_pool <- withr::with_seed( seed, poolaccum(BCI) ) # prc pyrifos_prc <- with( prc_df, prc(pyrifos, dose, week) ) permu_prc <- withr::with_seed( seed, { anova(pyrifos_prc, permutations = prc_ctrl, first = TRUE) |> permustats() } ) # prestonfit bci_pfit <- prestonfit(colSums(BCI)) # renyiaccum bci_renyi <- withr::with_seed( seed, renyiaccum(BCI) ) bci_renyi_raw <- withr::with_seed( seed, renyiaccum(BCI, raw = TRUE) ) # pco dune_pco <- pco(dune) # dbrda dune_dbrda <- dbrda( dune ~ A1 + Moisture + Use + Management, data = dune.env )