Decide Whether or Not the Conditions and Assumptions for Regression

question 34

Essay

Decide whether or not the conditions and assumptions for regression inference are satisfied. Explain your answer.
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Definitions:

Spurious Relationships

Associations between two variables that appear to be related but are actually caused by the effect of an external or intervening variable.

Confounding

A situation in research where a factor is mistakenly identified as having a direct causal effect due to its association with the true causative factor.

Participant Observation

A qualitative research method involving the researcher immersing themselves in a group or community to observe behaviors and interactions from within.

Objective Knowledge

Information and facts that are agreed upon by the majority and can be verified independently of personal feelings or opinions.