topic Best method of analysis of multiple dependent variables in JMP in Discussions https://community.jmp.com/t5/Discussions/Best-method-of-analysis-of-multiple-dependent-variables-in-JMP/m-p/7495#M7489 <HTML><HEAD></HEAD><BODY><P>I need a predictive model for two response variables (that are dependent on each other) and multiple independent variables.&nbsp; I'm not very statistics-savvy but am comfortable with multiple regression; however, I'm not sure of the best way to approach a problem with multiple dependent variables.&nbsp; I've been studying some of the approaches (MANOVA, MANCOVA, multivariate multiple regression, structural equation modeling), but I'm not sure which would be the best approach for this situation.&nbsp; Also, I'm limited to JMP (and the Fit Model Platform), which seems to limit some of the approaches I can use.&nbsp; I could possibly purchase the SEM add-on, if that would get me the best results.</P><P></P><P>I would like any advice as to which of these methods would be best-suited for my problem especially the pros/cons of the various approaches.&nbsp; Any literature that could point me in the right direction would be appreciated, also.</P></BODY></HTML> Tue, 24 Sep 2013 18:37:27 GMT kcros 2013-09-24T18:37:27Z Best method of analysis of multiple dependent variables in JMP https://community.jmp.com/t5/Discussions/Best-method-of-analysis-of-multiple-dependent-variables-in-JMP/m-p/7495#M7489 <HTML><HEAD></HEAD><BODY><P>I need a predictive model for two response variables (that are dependent on each other) and multiple independent variables.&nbsp; I'm not very statistics-savvy but am comfortable with multiple regression; however, I'm not sure of the best way to approach a problem with multiple dependent variables.&nbsp; I've been studying some of the approaches (MANOVA, MANCOVA, multivariate multiple regression, structural equation modeling), but I'm not sure which would be the best approach for this situation.&nbsp; Also, I'm limited to JMP (and the Fit Model Platform), which seems to limit some of the approaches I can use.&nbsp; I could possibly purchase the SEM add-on, if that would get me the best results.</P><P></P><P>I would like any advice as to which of these methods would be best-suited for my problem especially the pros/cons of the various approaches.&nbsp; Any literature that could point me in the right direction would be appreciated, also.</P></BODY></HTML> Tue, 24 Sep 2013 18:37:27 GMT https://community.jmp.com/t5/Discussions/Best-method-of-analysis-of-multiple-dependent-variables-in-JMP/m-p/7495#M7489 kcros 2013-09-24T18:37:27Z