Provides enhanced t-test functionality with automatic
assumption checking, non-parametric fallbacks, effect size calculation,
and APA-formatted tables that can be exported to Word documents. Supports
one-sample, two-sample, and paired t-tests with intelligent test selection.
Effect size interpretations follow Cohen (1988)