Regression Analysis

[anam]

Is it possible to have a (multiple) regression equation with two or more dependent variables?

[saratasneem]

I have the same question. As I have searched the literature (a little bit), it has been observed that , defferent equations are designed and estimated for different dependent variables but same independent variables.

[imranmahmud]

Of course it is possible. Suppose u have A,B->C,D. A and B independent, C and D dependent

Multiple regression is an extension of simple linear regression in which more than one independent variable (X) is used to predict a single dependent variable (Y) (Original Definition). By noting that you will get two equations for two dependent variables.

 in SPSS, you can do multiple regression from A,B->C and A,B->D.

This is the calculation technique. But if you want to test or run this model together than you must use PLS-SEM or CB-SEM. For PLS-SEM you can use smartPLS software, for CB-SEM , you can use AMOS.

Or you can do 2nd order , by merging C and D together. Then C and D will become E and you can test A,B->E
Usually , we do not put any equation because of the standard error. We just test the positive or negative relationship, its significance, Variance (R square) and effect size (f sqaure) .

Check the attached paper for multiple dependent variables and multiple regression.


Thanks

[Saujanna Jafreen]

yes it is....

[Bipasha Matin]

helpful discussion in comment section

[Nujhat Anjum]

Thanks for sharing.

[Nujhat Anjum]

Thanks for sharing.

[anam]

Dear Imran Mahmud sir, please mention the methodology or any link for solving multiple regression where two independent variable connected with same dependent variable.

Thank you sir for your response.

[Nusrat Nargis]

good one.

[imranmahmud]

Dear Anam sir,

Please see my paper, two IV (H5 and H6) to 1 DV and also 5 IV  (H2, H4, H7, H8,H9)to 1 DV.
Thanks

[imranmahmud]

Dear Anam sir, in that paper though our DV is Actual Use, but we need to run 3 regression if you use spss for my model. In SEM-PLS, you can run all the three regression together.  The name of IV and DV is nowadays changed to exogenous (where arrows are going out) and endogenous (where arrows are coming in) variables. When no arrows are going out from any variable, then that is our DV.

[Arfuna Khatun]

yes

[hassan]

Nice sharing

[Md.Shahjalal Talukder]

Thanks

[anam]

Dear Imran sir please share the link of your paper if possible.