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When the Scatterplot Appears as a Shapeless Swarm of Points,this

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When the scatterplot appears as a shapeless swarm of points,this can indicate that there is no relationship between the response variable Y and the explanatory variable X,or at least none worth pursuing.


Definitions:

Formal Rules

Are established regulations and procedures that govern organizational and group behavior.

Procedures

Established methods or ways of doing something, often detailed and written down, especially in the context of business operations or professional practices.

Collective Efficacy

A group's shared belief in its conjoint capabilities to organize and execute the courses of action required to produce given levels of attainments.

Group's Shared Perception

The common understanding or viewpoint held by members of a group about a situation, idea, or each other.

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