When Testing to Determine If Correlation Is Significant, We Use $H _ { 0 } : \rho = 0$

question 11

Essay

When testing to determine if correlation is significant, we use the hypotheses $H _ { 0 } : \rho = 0$ $H _ { 1 } : \rho \neq 0$ What does the symbol $\rho$ represent? Explain the meaning of the null and altemative hypotheses.

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Definitions:

Scientific Research

The systematic investigation and study of materials, sources, and phenomena, using methods based on scientific methodologies to discover new information or reach new understandings.

Human Behavior

The range of actions and mannerisms exhibited by humans in response to their environment or stimuli, influenced by culture, attitudes, emotions, values, and genetics.

Critical Theory

A philosophical approach that seeks to understand, critique, and change society and culture by examining underlying power structures and social injustices.

Social Constructions

Concepts or perceptions of reality based on the collective views shaped by society and culture rather than inherent characteristics.