All Questions
Tagged with manova multivariate-regression
10
questions
1
vote
0
answers
342
views
Multiple post-hoc tests after Multivariate GLM/MANCOVA
I have three groups, where I am doing a multivariate GLM/MANCOVA to test for multivariate differences between groups (6 DVs), adjusting for 2 covariates. I would like to do post-hoc tests to see which ...
- 53
2
votes
0
answers
795
views
MANOVA test statistics with GLM Multivariate Multiple Regression in R
Good afternoon! I am currently working on my master thesis and I am a bit stumped on how to proceed practically with my analysis.
I am running a Multivariate Multiple analysis on a dataset, so I have ...
- 21
0
votes
1
answer
240
views
How does SPSS calculate composite variable for MANOVA/Multivariate multiple regression?
I have analysed my data using multivariate multiple regression (8 IVs, 3 DVs), and significant composite results have been found.
Before reporting my findings, I want to discuss in my results chapter ...
- 53
1
vote
0
answers
28
views
Whither multivariate regression?
I've been handed someone else's data (again). It's measurements of six proteins' levels from 20 human brain samples, 5 each of different stages of a disorder. I'd like to run a multivariate regression,...
- 1,109
2
votes
1
answer
1k
views
MANOVA or Mixed Models
We are doing an interesting behavioral study on waterbirds. Let me explain the design of the study before asking the statistical advice.
The lake is divided into 2 parts, In one part fishing is ...
- 21
2
votes
0
answers
649
views
Multivariate multiple regression with multiple ordinal dependent
I have a statistical quandary I'm trying to solve, hopefully someone here can help.
I have a data set with several dependent variables measured as ordinal Likert items and I want to measure the ...
- 21
1
vote
0
answers
2k
views
MANOVA and Multivariate Regression: Related as ANOVA and Regression?
If I wish to find the relationship between a continuous independent variable (IV) and a single continuous dependent variable (DV), I can conduct a regression (or a correlation, as there is only one IV)...
- 834
8
votes
1
answer
21k
views
How to do MANCOVA in R?
I have two groups of persons, GRP0 and GRP1, on which I measured three continuous variables: VAR1, VAR2 and VAR3.
I would like to use Mancova in R with:
- VAR1, VAR2 and VAR3 as outcome variables
- ...
- 303
6
votes
2
answers
2k
views
Many dependent variables, few samples: is this an example of "large $p$, small $n$" problem?
"Large $p$, small $n$" typically refers to "many independent variables, few samples".
In my case, I have $1$ independent variable, $300$ dependent variables, and $n < 20$ samples.
Thus, my case ...
- 344
81
votes
2
answers
79k
views
Multivariate multiple regression in R
I have 2 dependent variables (DVs) each of whose score may be influenced by the set of 7 independent variables (IVs). DVs are continuous, while the set of IVs consists of a mix of continuous and ...
- 2,213