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- library(vegan)
- data(dune)
- data(dune.env)
- results <- lapply(colnames(dune.env), function(x){
- form <- as.formula(paste("dune", x, sep="~"))
- z <- adonis(form, data = dune.env, permutations=99)
- return(as.data.frame(z$aov.tab)) #convert anova table to a data frame
- }
- )
- > results[[1]]
- #output
- Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
- A1 1 0.7229518 0.7229518 3.638948 0.1681666 0.01
- Residuals 18 3.5760701 0.1986706 NA 0.8318334 NA
- Total 19 4.2990219 NA NA 1.0000000 NA
- names(results) <- colnames(dune.env)
- results <- do.call(rbind, results)
- #output
- Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
- A1.A1 1 0.7229518 0.7229518 3.638948 0.1681666 0.01
- A1.Residuals 18 3.5760701 0.1986706 NA 0.8318334 NA
- A1.Total 19 4.2990219 NA NA 1.0000000 NA
- Moisture.Moisture 3 1.7281651 0.5760550 3.585140 0.4019903 0.01
- Moisture.Residuals 16 2.5708567 0.1606785 NA 0.5980097 NA
- Moisture.Total 19 4.2990219 NA NA 1.0000000 NA
- Management.Management 3 1.4685918 0.4895306 2.767243 0.3416107 0.01
- Management.Residuals 16 2.8304301 0.1769019 NA 0.6583893 NA
- Management.Total 19 4.2990219 NA NA 1.0000000 NA
- Use.Use 2 0.5531507 0.2765754 1.255190 0.1286690 0.30
- Use.Residuals 17 3.7458712 0.2203454 NA 0.8713310 NA
- Use.Total 19 4.2990219 NA NA 1.0000000 NA
- Manure.Manure 4 1.5238805 0.3809701 2.059193 0.3544714 0.03
- Manure.Residuals 15 2.7751414 0.1850094 NA 0.6455286 NA
- Manure.Total 19 4.2990219 NA NA 1.0000000 NA
- write.csv(results, "res.csv")
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