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0 votes
0 answers
73 views

MANOVA or multiple regression, multivariate regression?

I am looking at the association between feature [ vividness, content specificity, and content narrative] - to three variables on the levels of Depression ( 4 levels - normal, mild, severe, and very ...
Catarina Gaglianone's user avatar
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 ...
Davide's user avatar
  • 21
1 vote
0 answers
450 views

ANOVA or multiple regression? longitudinal study

I'm doing a longitudinal study of healthy patients (so I'm studying them over time ... say at age 7,8,9,10,11,12) I think my independent variables would be: Age (continuous) and sex (2 categories) ...
sandy's user avatar
  • 11
1 vote
0 answers
37 views

Is there a specific test for correlation between 2 measurable variables between nominal data?

I am having a hard time finding a comparable test for my data set. Here is what I have: weight of individuals and Concentration of a trace metal in each individual for 8 field sites. I want to see if ...
AyAyRon166's user avatar
1 vote
0 answers
433 views

Would I use a MANOVA or Multiple Regression?

I was wondering if you could help me in determining which test to use. I want to look at the differences in prosomal width of male and female horseshoe crabs based on age (1,1.5, 2, 2.5, 3). I had ...
Krystal's user avatar
  • 31
1 vote
1 answer
55 views

Examine the influence of Independent Var on Dependent Var

In an experimental study, the aesthetic value (independent var) of a picture is manipulated into (low and high quality). "Low Quality" -- to make it look less appealing; and "High Quality" to make it ...
user39531's user avatar
  • 627
4 votes
1 answer
171 views

Repeated measures analysis of mutually correlated features

I wish to examine the effect of an intervention on a set of ~60 mutually correlated features (dependent variables), measured at baseline and post-intervention in ~70 subjects. At both baseline and ...
BGreene's user avatar
  • 3,303
0 votes
1 answer
28 views

What stat test to use and help with code in R (for a beginner)?

i am just wandering what test to use for the following trial: I have a one treatment at 9 different rates (untreated, 100g, 200g etc) and I want to see how 4 continuous dependent variables and 2 ...
Mom u's user avatar
  • 1
1 vote
0 answers
126 views

How to statistically validate a Framework?

I am creating a Framework, that has independent variables A and B. It has dependent variables C, D, E. F, G, as shown in the diagram. Framework I understand that only after validating a Framework we ...
user39531's user avatar
  • 627
3 votes
1 answer
1k views

how to test the significance of a multivariate, multiple regression model as a whole

I have a dataset with seven dependent variables and three independent variables. Now I want to test the significance of a multivariate regression model as a whole. My model looks like this (using r):...
rdatasculptor's user avatar
2 votes
4 answers
20k views

What particular measure to use? Multiple regression or MANOVA?

I've been doing a research paper - Effects of Workplace Bullying on Employees' Productivity, Self-Confidence and Self-Esteem. So I have 1 IV (Workplace bullying) and 3 DVs. what can I use to ...
lindsey's user avatar
  • 21
10 votes
1 answer
871 views

Is there a generalization of Pillai trace and the Hotelling-Lawley trace?

In the setting of multivariate multiple regression (vector regressor and regressand), the four major tests for the general hypothesis (Wilk's Lambda, Pillai-Bartlett, Hotelling-Lawley, and Roy's ...
shabbychef's user avatar
  • 14.9k
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 ...
Andrej's user avatar
  • 2,213