https://arshadhs.github.io/tags/maximum-likelihood/Recent content in Maximum Likelihood on Arshad SiddiquiHugoen-ushttps://arshadhs.github.io/docs/ai/statistics/040-hypothesis-testing/Mon, 01 Jan 0001 00:00:00 +0000https://arshadhs.github.io/docs/ai/statistics/040-hypothesis-testing/<h1 id="hypothesis-testing"> Hypothesis Testing <a class="anchor" href="#hypothesis-testing">#</a> </h1> <p>Hypothesis testing is a statistical decision-making method used to decide whether sample evidence is strong enough to reject an initial assumption about a population.</p> <p>It connects probability, sampling distributions, confidence intervals, significance levels, and decision rules.</p> <blockquote class="book-hint info"> <p><strong>Key takeaway:</strong><br> Hypothesis testing is not about proving something with certainty.</p> <p>It is about asking:</p> <blockquote class='book-hint '> <p>If the null hypothesis were true, how surprising would this sample result be?</p>