A confidence interval gives a range of plausible values for a population parameter based on sample data.

Interpretation: If we repeated the sampling process many times, approximately 95% of the constructed intervals would contain the true population parameter.

When to use:

• Z-interval: Known population σ or large n (≥30)
• T-interval: Unknown population σ with small n