Canonical correlation analysis might be feasible if you don’t want toĬonsider one set of variables as outcome variables and the other set as.

Not produce multivariate results, nor will they allow for testing of The individualĬoefficients, as well as their standard errors will be the same as those OLS regression analyses for each outcome variable.

Separate OLS Regressions – You could analyze these data using separate.

Multivariate multiple regression, the focus of this page.

Some of the methods listed are quite reasonable while others have either Science | 0.6907 0.5691 1.0000 Analysis methods you might considerīelow is a list of some analysis methods you may have encountered. use, clear summarize locus_of_control self_concept motivation read write science Let’s look at the data (note that there are no missing values in this data set). Variable ( prog) giving the type of program the student is in (general, Reading ( read), writing ( write), and science ( science), as well as a categorical The academic variables are standardized tests scores in ( locus_of_control), self-concept ( self_concept), and he psychological variables are locus of control She measures several elements in the soil, as well as the amount of lightĪnd water each plant receives. Well as how long the plant has been in its current container. She collects data on the average leafĭiameter, the mass of the root ball, and the average diameter of the blooms, as A researcher is interested in determining what factors influence She wants to investigate the relationship between the threeĮxample 3.

(e.g., how many ounces of red meat, fish, dairy products, and chocolate consumed She also collected data on the eating habits of the subjects A doctor has collected data on cholesterol, blood pressure, and The set of psychological variables is related to the academic variables and theĮxample 2. Program the student is in for 600 high school students. A researcher has collected data on three psychological variables,įour academic variables (standardized test scores), and the type of educational Examples of multivariate regressionĮxample 1. Particular, it does not cover data cleaning and checking, verification of assumptions, modelĭiagnostics and potential follow-up analyses. It does not cover all aspects of the research process which researchers are expected to do. Please Note: The purpose of this page is to show how to use various data analysis commands. Than one predictor variable in a multivariate regression model, the model is a

Single regression model with more than one outcome variable. Version info: Code for this page was tested in Stata 12.Īs the name implies, multivariate regression is a technique that estimates a

Regression analysis minitab