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11 months ago in Research Methods , Statistics By Kriya

What exactly is the Student t-test, and when should it be used?

The Student t-test appears frequently in quantitative research.However, its assumptions are not always clearly explained.I want to understand when its use is methodologically appropriate.

QuantitativeMethods Student_t-test HypothesisTesting SmallSamples

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By Larry Answered 9 months ago

From my experience supervising quantitative research, the Student t-test is most useful when comparing means between groups with relatively small samples. I have seen problems arise when researchers apply it mechanically without checking assumptions like normality and variance. I would recommend using it when your research question genuinely concerns mean differences and when data conditions justify it, rather than treating it as a default statistical solution.

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What exactly is the Student t-test, and when should it be used?

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