Statistical inference

The process of drawing conclusions about population parameters from sample data, quantifying uncertainty in probabilistic terms. It encompasses point estimation, interval estimation (confidence or credible intervals), and hypothesis testing. Frequentist and Bayesian frameworks offer distinct philosophical foundations for how probability is interpreted and uncertainty is expressed.