domains / families / science / bio-experimental-design-batch-design

bio-experimental-design-batch-design

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Designs experiments to minimize and account for batch effects using balanced layouts and blocking strategies. Use when planning multi-batch experiments, assigning samples to sequencing lanes, or designing studies where technical variation could confound biological signals.

When to use

• planning multi-batch experiments
• assigning samples to sequencing lanes
• designing studies where technical variation could confound biological signals
• minimizing batch effects
• accounting for batch effects
• using balanced layouts
• using blocking strategies

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