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Biostatistics: data types, sampling, tests of significance

Community Medicine · MBBS

Animal cell explorer

Interactive 3D

Peek inside an animal cell — pick an organelle to highlight it and learn its job.

Controls

Drag the sliders or type a value — the simulation updates live.

Study notes

A trial claims a drug works — p = 0.03, but only 20 patients were studied. p < 0.05 means statistically significant (unlikely by chance alone) — but small samples risk Type II error (missing real effects) and exaggerate findings; confidence intervals show the effect's range. Clinical significance (does it matter to patients?) differs from statistical. The p-value is a gatekeeper, not a verdict — size, design, and relevance complete the judgment.

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