A researcher is analyzing data and is concerned over how strongly interrelated the independent variables of attitude toward one's employer and attitude toward one's coworkers are in his model. The researcher is concerned about _____.
A) multicollinearity
B) MANOVA
C) degrees of freedom
D) convergence

Question

Quizplus · Accepted Answer

Multicollinearity is the term used to describe the presence of strong correlations between independent variables in a regression model. It can make it difficult to accurately estimate the impact of each independent variable on the dependent variable, and can also lead to unstable and unreliable coefficients. In this case, the researcher is specifically concerned about the relationship between two of the independent variables, which is a sign of multicollinearity. MANOVA, degrees of freedom, and convergence are not relevant to this issue.

A Researcher Is Analyzing Data and Is Concerned Over How