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ANOVA stands for ANalysis Of VAriance, a statistical model and set of procedures for comparing multiple group means. The independent variables in an ANOVA model are categorical, but an ANOVA table can be used to test continuous variables as well.

69 votes
9 answers
23k views

How to visualize what ANOVA does?

is there to visually explain what is ANOVA? Any references, link(s) (R packages?) will be welcomed. …
Tal Galili's user avatar
  • 21.9k
24 votes
2 answers
75k views

What is the NULL hypothesis for interaction in a two-way ANOVA?

The when performing a two way ANOVA of the type: y~A+B+A*B We are testing three null hypothesis: There is no difference in the means of factor A There is no difference in means of factor B There …
Tal Galili's user avatar
  • 21.9k
19 votes
3 answers
18k views

A non-parametric repeated-measures multi-way Anova in R?

I wish to perform a non-parametric repeated measures multiway anova using R. … regression with {car} Anova function for multi way nonparametric anova, and so on. …
Tal Galili's user avatar
  • 21.9k
14 votes
5 answers
10k views

Testing the normality assumption for repeated measures anova? (in R)

So assuming that there is a point in testing the normality assumption for anova (see 1 and 2) How can it be tested in R? … N*P*K + Error(block), npk) residuals(npk.aovE) qqnorm(residuals(npk.aov)) Which doesn't work, since "residuals" don't have a method (nor predict, for that matter) for the case of repeated measures anova
Tal Galili's user avatar
  • 21.9k
12 votes
2 answers
5k views

Testing the difference of (some) quantile-Q between groups?

For some Y variable, that is divided into 3 groups (X), I wish to compare the groups and for the hypothesis that the 90% quantile is the same between all three groups. What tests can I use? One opti …
Tal Galili's user avatar
  • 21.9k
6 votes
2 answers
3k views

Is there an anova procedure that doesn't assume equal variance?

Is there something similar for (even one way) anova? (any R implementation of that?) …
Tal Galili's user avatar
  • 21.9k
4 votes
2 answers
314 views

Is there an ANOVA table generalization for two nested CART models?

The last line is an example of what I'm looking for: data(airquality) attach(airquality) lm1 <- lm(Ozone ~ Solar.R+Wind) lm2 <- lm(Ozone ~ Solar.R+Wind+Temp) anova(lm1 , lm2) require(rpart) rp1 <- rpart … (Ozone ~ Solar.R+Wind) rp2 <- rpart(Ozone ~ Solar.R+Wind+Temp) anova(rp1 , rp2) # this doesn't exist - is there something like it? …
Tal Galili's user avatar
  • 21.9k