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This document provides a detailed overview of key statistical tests used for inference, including the One-Proportion z-Test, One-Sample t-Test, Two-Sample t-Test, and Paired t-Test. It explores the appropriate applications of these tests in analyzing interval data, establishing confidence intervals, and understanding relationships through regression analysis. Aimed at researchers and students, this guide offers step-by-step instructions for conducting each test, interpreting results, and ensuring accurate statistical conclusions.
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