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Matched Pairs Hypothesis Test - Excel definitions
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Pooled t test
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Pooled t test
Statistical method for comparing two means when population variances are unknown but assumed equal.
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Termini in questo insieme (15)
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Pooled t test
Statistical method for comparing two means when population variances are unknown but assumed equal.
Population variance
Measure of spread within a population, assumed equal in pooled t test scenarios.
Null hypothesis
Statement asserting no difference between two population means in hypothesis testing.
Alternative hypothesis
Claim suggesting a difference exists between two population means.
Significance level
Threshold, often denoted as alpha, used to determine if results are statistically significant.
p-value
Probability indicating the strength of evidence against the null hypothesis.
Two-tail test
Test that checks for any difference between means, regardless of direction.
Excel t.test function
Tool in Excel for performing t tests, with input options for test type and tail direction.
Random sample
Subset of data selected to represent a population, used for unbiased statistical analysis.
Average
Mean value calculated from a set of data, central to comparing groups in t tests.
Type input
Parameter in Excel’s t.test function specifying the test variant, such as pooled t test.
Hypothesis test
Procedure for evaluating claims about population parameters using sample data.
Alpha
Symbol representing the significance level, commonly set at 0.05 in hypothesis testing.
Mu
Symbol used to denote the mean of a population in statistical formulas.
Conclusion
Final statement summarizing results of hypothesis testing based on p-value and significance level.