Audit5 min read · Updated: 7 November 2026

Statistical and non-statistical audit sampling: how is a sample built and how is a misstatement found projected to the whole population?

The auditor looked at 72 of 2 400 invoices and found a 1.8 million soum misstatement. What does this mean for the whole year? Two approaches to sampling, five methods, sampling risk and projecting the misstatement to the population with two different calculations.

Auditor Dilnoza is examining the annual sales of the "Shirin Non" trading house. During the year 2 400 sales invoices were issued, totalling 6 000 million soum. There is neither the time nor the need to look at all of them. But the approach "I'll take a few and have a look" will not do either: the sample must be built so that a well-founded conclusion about the whole year can be drawn from it. In this article we answer exactly this "how" question.

In Uzbekistan the international standards on auditing are the standards of auditing activity (Law "On Auditing Activity", Article 9). Among them a separate standard, ISA 530 "Audit Sampling", is devoted to sampling; the concepts below rely on the logic of this standard.

What is the difference between statistical and non-statistical sampling?

Under ISA 530, for sampling to be statistical, two conditions must be met together: items are selected randomly, and the results are evaluated using probability theory, including measuring sampling risk. If either of the two is missing, the sampling is non-statistical.

Statistical samplingNon-statistical sampling
How items are selectedRandomly, each has a chance of being selectedMay also be by the auditor's judgment
How results are evaluatedUsing probability theoryBy professional judgment
Measuring sampling risk numericallyPossibleNot possible
When it is convenientLarge, homogeneous populationSmall or diverse population

Important: non-statistical sampling does not mean "bad" sampling. It is also planned, documented and requires projecting misstatements to the population. The only difference is whether the reliability of the conclusion can be expressed as a number.

Which methods are used to select a sample?

Dilnoza split the population in two. First she separated out the key items: 12 invoices over 50 million soum, totalling 1 200 million soum. She tests them in full, this is not sampling. For the remaining 2 388 invoices (4 800 million soum) 60 items are taken. This could have been done with five methods:

MethodWhat it would look like in the exampleComment
RandomA random number generator gives 60 numbersEvery invoice has an equal chance
Systematic2 388 ÷ 60 ≈ 40: every 40th invoice after a random starting pointIf the population has a repeating pattern, the result is distorted
Monetary unit4 800 million ÷ 60 = the invoice falling on every 80 million soum "step"A large-amount document has a higher chance of being selected
Haphazard (no conscious pattern)The auditor takes what "catches the eye" from the foldersNot suitable for statistical sampling
BlockOnly all invoices for MarchOne block does not represent the whole year, rarely used

Dilnoza chose the monetary unit method: the risk of sales being overstated is higher in large amounts, and this method brings more large documents into the sample.

What does the misstatement found mean for the whole population?

The 60 invoices selected totalled 120 million soum. In three of them the sales amount was overstated by 1.8 million soum. No misstatement was found in the 12 key items.

There are two common calculations for projecting a misstatement to the population:

CalculationFormulaResult
Ratio method1.8 million ÷ 120 million = 1.5%; 1.5% × 4 800 million72 million soum
Average per item1.8 million ÷ 60 = 30 thousand; 30 thousand × 2 38871.64 million soum

Both calculations give a projected misstatement of about 72 million soum. There is no misstatement in the key items, so the expected misstatement for the whole population is around this figure.

Now it must be compared with the tolerable misstatement set by the auditor at the planning stage. In the example it is 90 million soum (hypothetical):

Itemmillion soum
Projected misstatement72
Tolerable misstatement90
Headroom18

72 < 90, but the headroom is small. A sample never fully reflects the population: the probability that the conclusion based on a sample differs from the conclusion that would be reached if the whole population were tested with the same procedure is called sampling risk. The risk here is that the actual misstatement may be larger than projected and exceed the tolerable limit. Because the headroom is small, Dilnoza chooses one of two ways: extend the sample or ask the client to correct the misstatements found and similar ones. She chose the second: management corrected the three misstatements and checked itself whether misstatements of this kind exist in the remaining invoices.

Is there a risk other than sampling risk?

Yes. Even if the auditor makes a correct sample but evaluates a document incorrectly or applies the wrong procedure, a misstatement will slip through. This is non-sampling risk: increasing the sample size does not reduce it; only careful planning, an experienced team and supervision of the work reduce it.

RiskSourceHow it is reduced
Sampling riskOnly part was examinedIncreasing the sample size, choosing the right method
Non-sampling riskWrong procedure or evaluationPlanning, supervision, experience

Test yourself

5 questions on this topic: pick an option or reveal the answer.

  1. The balance sheet of Charxpalak savdo LLC is prepared as at 31 December. In February, before the statements are authorized for issue, the auditor found that a major customer had been declared insolvent; this customer's debt also existed at the balance sheet date. What is done under NAS No. 16?

  2. The auditor divided the receivables of Zarafshon Savdo into groups by amount: over 100 mln soums, 10–100 mln soums and up to 10 mln soums, and then drew a separate sample from each group. What is this process called in ISA 530?

  3. During tests of details, the auditor found misstatements in the documents selected for the sample. Under ISA 530, what does the auditor do with these misstatements?

  4. The auditor concludes that the financial statements are prepared, in all material respects, in accordance with the applicable financial reporting framework. What opinion does the auditor express?

  5. The auditor could not attend the inventory count and could not gather sufficient evidence on the inventory balance by other means either. This limitation concerns only the inventory item: its effect may be material, but not pervasive. What opinion is expressed under ISA 705?

Answered: 0 / 50 of 5 correct

All tests →

See also

Sources

  1. Law of the Republic of Uzbekistan "On Auditing Activity" (25 February 2021, No. ZRU-677), Article 9 · international standards on auditing are the standards of auditing activity
  2. IAASB: International Standard on Auditing 530 "Audit Sampling" (IAASB Handbook, 2012) · definition of statistical sampling (random selection and evaluation of results using probability theory), other approaches are non-statistical; sampling risk; projection of misstatements to the population
  3. ICAEW: ISA 530 Audit sampling · general information about the standard
  4. Example, company name, population, sample size and amounts · compiled by the author, hypothetical; the sample size is taken for explanation, not calculated with a formula

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