Which of the following is an appropriate technique to use in order to predict the probability that an object or individual will belong in one of two mutually exclusive categories, based on several independent variables?
A) Multiple regression analysis
B) Logistic regression analysis
C) Multiple discriminant analysis
D) Multidimensional scaling

Question

Quizplus · Accepted Answer

Logistic regression analysis is specifically designed to predict the probability that an object or individual will belong in one of two mutually exclusive categories, based on several independent variables. Multiple regression analysis is more appropriate for predicting continuous outcomes, while multiple discriminant analysis is used for distinguishing between multiple groups. Multidimensional scaling is a technique used for visualizing and interpreting high-dimensional data.

Which of the Following Is an Appropriate Technique to Use