A t-statistic is a ratio used in statistical hypothesis testing that compares the difference between a sample mean and a population mean, relative to the variability in the sample data. It helps determine how far a sample mean is from the population mean in terms of standard deviations. The t-statistic is crucial when working with smaller sample sizes or when the population standard deviation is unknown, making it an essential tool in both t-tests and z-tests.
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