One of the Primary Problems with the Principal Components Analysis

question 46

True/False

One of the primary problems with the principal components analysis of factor analysis is that it can take most of the variance to explain the first factor and leave little variance for other factors to explain.

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Definitions:

Inductive

A reasoning method where specific observations or instances are used to form general conclusions or theories.

Analogy

An examination of two entities to delineate their differences or emphasize their similarities, aimed at providing a clearer understanding.

Peanuts

Edible legumes or seeds enclosed in a hard shell, often consumed as a snack, used in cooking, or processed for oil.

Protein

Organic molecules made up of amino acids that are essential for many processes in living organisms, including catalysis of metabolic reactions and DNA replication.