Replication design — biological and technical units
Distinguish experimental allocation units, independent biological samples and repeated technical measurements. Aggregate or model technical repeats appropriately rather than inflating the biological sample count.
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{
"nodes": [
{ "id": "pop", "type": "rounded", "label": "Target biological population", "x": 40, "y": 200, "width": 150, "height": 104, "fill": "#ede9fe", "stroke": "#6d28d9" },
{ "id": "unit", "type": "rounded", "label": "Independent allocation units", "x": 215, "y": 200, "width": 150, "height": 104, "fill": "#fef3c7", "stroke": "#b45309" },
{ "id": "group", "type": "rounded", "label": "Randomised treatment groups", "x": 390, "y": 200, "width": 150, "height": 104, "fill": "#fef3c7", "stroke": "#b45309" },
{ "id": "sample", "type": "card", "label": "Biological samples", "x": 565, "y": 200, "width": 150, "height": 104, "fill": "#ccfbf1", "stroke": "#0f766e" },
{ "id": "tech", "type": "card", "label": "Technical repeat measurements", "x": 565, "y": 520, "width": 150, "height": 104, "fill": "#ccfbf1", "stroke": "#0f766e" },
{ "id": "batch", "type": "octagon", "label": "Batch / operator balance", "x": 390, "y": 520, "width": 150, "height": 104, "fill": "#e0f2fe", "stroke": "#0369a1" },
{ "id": "model", "type": "rounded", "label": "Nested analysis structure", "x": 740, "y": 200, "width": 150, "height": 104, "fill": "#fef3c7", "stroke": "#b45309" },
{ "id": "res", "type": "rounded", "label": "Effect with correct unit of inference", "x": 915, "y": 200, "width": 150, "height": 104, "fill": "#fce7f3", "stroke": "#be185d" }
],
"edges": [
{ "id": "e0", "source": "pop", "target": "unit", "label": "sample" },
{ "id": "e1", "source": "unit", "target": "group", "label": "allocate" },
{ "id": "e2", "source": "group", "target": "sample", "label": "observe" },
{ "id": "e3", "source": "sample", "target": "tech", "label": "repeat assay" },
{ "id": "e4", "source": "batch", "target": "group", "label": "balance design", "style": "dashed" },
{ "id": "e5", "source": "sample", "target": "model", "label": "independent variation" },
{ "id": "e6", "source": "tech", "target": "model", "label": "measurement variation" },
{ "id": "e7", "source": "model", "target": "res", "label": "estimate" }
]
}