Mathematical Probability Theory
A one-tailed test is a statistical hypothesis test that evaluates whether a sample mean is significantly greater than or less than a population mean, focusing on one direction of the distribution. This type of test is particularly useful when a specific directional hypothesis is being tested, as it provides more statistical power compared to two-tailed tests by concentrating the alpha level on one end of the distribution.
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