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When the error variance is nonconstant,it is common to see the variation increases as the explanatory variable increases (you will see a "fan shape" in the scatterplot) .There are two ways you can deal with this phenomenon.These are
Self-Enhancing Strategy
A psychological concept where individuals focus on their strengths and achievements to maintain or enhance their self-esteem.
Collectivism
Collectivism is an ideology that emphasizes the priority of group goals over individual goals and the importance of cohesion within social groups.
Group Goals
Objectives or outcomes that a group collectively seeks to achieve or accomplish.
Individualism
A social theory valuing the independence and self-reliance of the individual often over the group or collective society.
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