A clear understanding of ratios and proportionality, together with concepts of probability and partial association (correlation), is associated with which of the following?

Question

Quizplus · Accepted Answer

Clear understanding of ratios, proportionality, probability, and partial association (correlation) require formal operational thought. This stage of cognitive development is characterized by abstract reasoning and the ability to think logically about hypothetical situations, which is necessary for understanding these concepts.

A Clear Understanding of Ratios and Proportionality, Together with Concepts