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Statistics for the Clinician II: The T-test, Its Versions, and Its Alternatives
Sherwin Thiyagarajan1, Paul Abboud2, Reza Ehsanian2
1Department of Computer Science, University of New Mexico, Albuquerque, NM, USA.
Abstract:
The t-test is a mainstay statistical test that allows researchers to use the observed averages (arithmetic means) of data samples to draw evidence-supported conclusions about the corresponding averages in the populations they represent. This article serves as an introduction to this common and useful technique for clinicians with a limited statistical background, who seek to deepen their understanding of the t-test, its reasoning, and its implications in clinical research. We describe the three basic forms of the t-test, its applications and alternatives, and some related concepts while avoiding technical concepts and jargon as much as possible.
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