A researcher wishes to predict those college students who will be persistent in their education, that is, those who will stay in college and graduate within five years as opposed to those who will not complete a degree within five years.Which of the following methods would the researcher use?
A) Factor analysis
B) Partial correlation
C) Path analysis
D) Multiple regression
E) Discriminant analysis

Question

Quizplus · Accepted Answer

Discriminant analysis is the best choice in this scenario as it is a statistical method used to classify individuals into groups based on a set of predictor variables. In this case, the researcher wants to predict whether a student will be persistent in their education or not, which requires classifying them into one of two groups. Discriminant analysis allows the researcher to determine which predictor variables are most important in making this distinction and can be used to develop a predictive model to classify future students based on these variables.

A Researcher Wishes to Predict Those College Students Who Will