The P-Value Associated with the F-Statistic for the Interaction Effect

question 58

Multiple Choice

The P-value associated with the F-statistic for the interaction effect is 0.180. Based on this we can conclude that

• A) There is a significant interaction effect.
• B) There is an interaction effect.
• C) The significance of the interaction effect will not affect the interpretation of the main effects on fibre content due to milling and bleaching.
• D) There is a significant interaction effect, and it is not appropriate to interpret the main effects on fibre content due to milling and bleaching separately.
• E) There is not a significant interaction effect, and it is appropriate to interpret the main effects on fibre content due to milling and bleaching separately.

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Definitions:

Participant Observation

A qualitative research method where the researcher actively engages in the community or group being studied to gather insights and understand social dynamics.

Existing Statistics

Pre-collected numerical data that represents information or inputs on a variety of topics within a society or specific field of study.

Experiments

Methodical trials or tests carried out under controlled conditions to investigate hypotheses, observe effects, and establish causation in scientific studies.

Statistically Significant

A measure indicating that the likelihood of an observed effect occurring by chance is low, often used in research to validate findings.