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Many researchers become excited when they identify statistically significant relationships between variables and may interpret this to mean that the relationship is very important. When

Many researchers become excited when they identify statistically significant relationships between variables and may interpret this to mean that the relationship is very important. When the percentage of variance explained is calculated, however, the picture is different. Which of the following statements about percentage of variance is (are) true?

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