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Compare means and prepare to interpret one-sample, paired, independent, and Welch tests.

Turn common test statistics into p-values with an explanation of tail direction and distribution choice.

Estimate uncertainty around means, proportions, and differences with clear interval interpretation.

Plan studies by connecting precision, power, and practical sample size decisions.

Check categorical data patterns for goodness of fit and independence questions.