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For a Given Level of Significance (α), Increasing the Sample

question 110

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For a given level of significance (α), increasing the sample size will increase the probability of Type II error because there are more ways to make an incorrect decision.


Definitions:

ANOVA

Analysis of Variance (ANOVA) is a statistical method used to test differences between two or more means by analyzing variances.

Chi-square Test

A statistical test used to determine the significance of the association between categorical variables.

Unequally

In a manner that is not equal or identical in status, amount, or value.

Respondents

Individuals who provide data or responses to a survey or questionnaire.

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