Hypothesis Testing
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Steve118
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STATISTICS
Statistical Inference
Hypothesis Testing
Statistical tests can reveal hidden truths by quantifying doubt and certainty in data
23 hours ago
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What is the primary purpose of calculating a test statistic in hypothesis testing?
To prove the alternative hypothesis is true beyond any doubt
To determine the exact probability that the null hypothesis is true
To measure how much the observed data deviates from what the null hypothesis predicts
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Bb115
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STATISTICS
Hypothesis Testing
Student's t-test
Student's t-test reveals significant differences between group means using small samples
26 Jan 2026
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Why is the Student's t-test preferred over the Z-test when dealing with small sample sizes and unknown population variance?
Because the t-test accounts for the additional uncertainty in estimating the population variance from the sample, leading to a more accurate test statistic distribution.
Because the t-test assumes the population variance is known, making it simpler to calculate than the Z-test.
Because the t-test can only be used for large samples, unlike the Z-test which is for small samples.
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