Explain what multivariate analysis is and when its application is appropriate.

1.Explain what multivariate analysis is and when its application is appropriate.
2.Discuss the nature of measurement scales and their relationship to multivariate techniques.
3.Explain the nature of measurement error and its impact on multivariate analysis.
4.Determine which multivariate technique is appropriate for a specific research problem.
5.Define the specific techniques included in multivariate analysis.
6.Discuss the guidelines for application and interpretation of multivariate analyses.
7.Explain the six-step approach to multivariate model building.

Please use examples and cite sources when needed. I have attached the pages from the relevant textbook that should guide the responses.