When monetary-unit sampling fits a receivables population
How to decide between MUS and classical sampling when Taiwan trade receivables carry a long-tail of small balances.
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Notes from sampling desks and evidence tables
Short pieces on monetary-unit sampling, confirmation packs, materiality conversations, and cut-off populations — written for people who still open working papers.
Building evidence packs that survive bank confirmation follow-up
A practical checklist for assembling confirmation evidence so second requests and exceptions do not stall fieldwork.
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Talking through sample size with materiality already set
Partners set materiality early; sampling specialists still need a clear conversation about tolerable misstatement and confidence.
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Cut-off testing without drowning in December shipments
A narrower population and clearer shipping evidence reduce year-end cut-off noise for exporters.
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