Entering edit mode
6.6 years ago
WUSCHEL
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810
How to perform a post-hoc test after TW ANOVA in R.
structure(list(Treatment = structure(c(3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L), .Label = c("Control", "Nitrogen", "Salt"
), class = "factor"), Stage = structure(c(1L, 1L, 1L, 2L, 2L,
2L, 3L, 3L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 1L, 1L, 1L,
2L, 2L, 2L, 3L, 3L, 3L), .Label = c("Green", "Pink", "Red"), class = "factor"),
Chlorophyll = c(0.2, 0.3, 0.4, 0.5, 0.3, 0.2, 0.5, 0.6, 0.7,
0.4, 0.6, 0.9, 0.2, 0.3, 0.5, 0.4, 0.2, 0.3, 0.5, 0.6, 0.8,
0.5, 0.4, 0.6, 0.2, 0.3, 0.1)), .Names = c("Treatment", "Stage",
"Chlorophyll"), class = "data.frame", row.names = c(NA, -27L))
I want to export ANOVA table and especially mean comparison results to a csv, and
Also, can we plot the graphs for each stage with the group numbers (mean separation groups) like this
Those are not really bioinformatics questions and may be more suitable for an R programming forum. I am not entirely sure what you're after but it seems to me that you're looking for Tukey Honest Significant Differences available in the functions TukeyHSD() in base R or HSD.test() in package agricolae. Here are two tutorials that you may find useful:
Two-way ANOVA test in R
Post-Hoc Analysis with Tukey’s Test