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A Hypothesis Is an Implied Relationship Between Two Variables or Measures

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A hypothesis is an implied relationship between two variables or measures stated in ambiguous terms for testing.


Definitions:

Population Standard Deviations

A measure of the dispersion or spread of all values in a given population.

Test Statistic

A calculated value from sample data that is used in a hypothesis test to decide whether to reject the null hypothesis.

Level of Significance

A criterion for judging the strength of evidence provided by the data against the null hypothesis, often denoted by alpha.

Significance Level

The probability of rejecting the null hypothesis in a statistical test when it is actually true, used to assess the evidence against the null hypothesis.

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