What Role Does Statistical Analysis Play?

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Techniques such as <a href="" title="Receiver Operating Characteristic (ROC) Curve">Receiver Operating Characteristic (ROC) curves</a> can be used to evaluate the performance of diagnostic tests, helping to balance sensitivity and specificity. By analyzing data distributions and applying appropriate statistical models, researchers can identify patterns that may indicate potential false-negative results, allowing for corrective actions to be taken.</div></div> </div> <hr /> <h3 class="rq-heading">Frequently asked queries:</h3> <div class="qa-container"> <div class="qa-item"> <a href="https://bioanalyticalresearch.com/knowledgebase/what-are-false-negatives" title="What are False Negatives?">What are False Negatives?</a> </div> <div class="qa-item"> <a href="https://bioanalyticalresearch.com/knowledgebase/why-do-false-negatives-occur" title="Why Do False Negatives Occur?">Why Do False Negatives Occur?</a> </div> <div class="qa-item"> <a href="https://bioanalyticalresearch.com/knowledgebase/how-do-false-negatives-impact-clinical-decisions" title="How Do False Negatives Impact Clinical Decisions?">How Do False Negatives Impact Clinical Decisions?</a> </div> <div class="qa-item"> <a 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