Statistical Inference: Confidence Intervals & Hypothesis Testing

A confidence interval brackets a population parameter as $\hat\theta \pm z\,\mathrm{SE}$, while a hypothesis test standardizes the estimate under $H_0$ and rejects when the $p$-value falls below $\alpha$.