Linked Questions
26 questions linked to/from The order of variables in ANOVA matters, doesn't it?
0
votes
0
answers
82
views
The Sums of squares in 3 way Anova in R output has changed as the order of the variables in the modes changes [duplicate]
I am trying to fit a 3 way ANOVA using R. Then i realized the sums of squares of the output has changed when the order of the variables in the model are changed.Can anyone figure out the reason for ...
180
votes
10
answers
221k
views
When is it ok to remove the intercept in a linear regression model?
I am running linear regression models and wondering what the conditions are for removing the intercept term.
In comparing results from two different regressions where one has the intercept and the ...
70
votes
2
answers
58k
views
How to interpret type I, type II, and type III ANOVA and MANOVA?
My primary question is how to interpret the output (coefficients, F, P) when conducting a Type I (sequential) ANOVA?
My specific research problem is a bit more complex, so I will break my example ...
10
votes
1
answer
5k
views
Why do p-values change in significance when changing the order of covariates in the aov model?
I have a data set of 482 observations.
data=Populationfull
Im going to do a genotype association analysis for 3 SNPs.
Im trying to build a model for my analysis ...
9
votes
1
answer
3k
views
The effect of the number of samples in different cells on the results of ANOVA
I have written a 3-way ANOVA in C++. I have 3 factors, lets say A, B and C and my aim is to check the strength of all possible interactions and main effects. The result of my code is the same as in ...
1
vote
2
answers
7k
views
Can I calculate adjusted means from ANCOVA if data is unbalanced?
I have a 10k lines dataframes on which I want to perform ANCOVA so I can get adjusted means.
Please note that I've never done this before so I jump from a tutorial to another, but I still want to ...
6
votes
1
answer
1k
views
Why are all regression predictors in a balanced factorial ANOVA orthogonal?
In a balanced factorial ANOVA, when it is understood as a linear model, all categorical predictors (all main effects and all interactions of all orders) are mutually orthogonal, which leads to many ...
3
votes
1
answer
1k
views
Order of Independent variables in regression
I've data df and i'm wondering why p-value change according the order of the independent variables product and ...
1
vote
1
answer
2k
views
glmmTMB results in R summary() or Anova()?
I am wondering how to analyze differences between subspecies. I want to see if body mass differs between 3 subspecies of rodent and if sex and reproductive status are also different. We then want to ...
0
votes
1
answer
944
views
R: Mixed ANOVA works with the aov{stats} function and fails with the anova_test{rstatix} function. Why?
I can implement a rather complicated mixed ANOVA in R with the aov{stats} or the lmer{lme4} functions, but not with the anova_test{rstatix} nor the Anova{car} functions. My question follows: How can I ...
1
vote
1
answer
524
views
Why OLS results differ from 2-way ANOVA of model?
I see examples here and here, where first OLS is performed and then the resulting model is subjected to anova_lm
With crop_yield....
1
vote
2
answers
678
views
Why would the significance of coefficients change in a logistic regression after transforming a variable?
I have a logistic regression with three independent variables. The correlation coefficients between the three variables are:
For two of the variables with correlation coef of 0.1, if you do a ...
1
vote
1
answer
474
views
Interaction effect no significant in regression but significant in predicted values
I have a question regarding statistical significance in an OLS model with an interaction.
Basically, when I plot the predicted values, the interaction is significant as shown in the Figure below but ...
1
vote
1
answer
225
views
gls with ML not working so I can't find the best model
My question is close to this one which wasn't really answered: https://stackoverflow.com/questions/66571314/gls-with-arma-terms-not-working-for-one-combination-of-terms
I am running models to ...
2
votes
1
answer
62
views
Why do I get a diffirent answer from book in this ANOVA question?
From Design and Analysis of Experiments, by Douglas C Montgomery,
An example for ANOVA is given using the following data set,
With a conclusion being
But I am having a lot of trouble trying to do ...