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In Conducting Hypothesis Testing for Difference Between Two Means When

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In conducting hypothesis testing for difference between two means when samples are dependent (paired samples),the variable under consideration is In conducting hypothesis testing for difference between two means when samples are dependent (paired samples),the variable under consideration is   ; the sample mean difference between the pairs. ; the sample mean difference between the pairs.

Understand the conditions under which different types of tests (z-tests, t-tests) are appropriate.
Analyze the assumptions underlying tests for differences between two means, including independence of samples and normality.
Execute and interpret hypothesis tests and confidence intervals in practical scenarios.
Understand the conditions under which the central limit theorem applies to sampling distributions involving differences between means.

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