Sampling

Attribute Sampling Models

    Description


    THREE MODELS

    . Fixed Sample Size Attribute

    . Stop-Or-Go

    . Discovery

    CHARACTERISTICS (some, general):

    . Dichotomous Test - Answers the question yes or no

    . Answers the Question How Often

    . Test internal controls via estimating rate of deviation

    . Quality characteristics (vs. quantifying under variable models)

    . Use when $ estimates not required (can estimate $ exposure to some extent)

    . Use on compliance tests

    . If controls are weak, do substantive testing, not compliance

    . Cannot use if controls do not leave an audit trail

    FIXED-SAMPLE-SIZE ATTRIBUTE SAMPLING (attribute estimation):

    . Test for compliance with controls by estimating deviations

    . Examples: inventory; cash receipts; cash disbursements; payroll

    . Use when expect errors in N

    . Estimate Rate of Occurrences in Population

    . Estimate (& calculate) Achieved Upper Precision Limits of Occurrences for attribute tested based on results of sample

    STOP-OR-GO (sequential attribute sampling)

    . Test for compliance with controls when estimated deviation rate not known

    . Examples: inventory, cash receipts; cash disbursements; payroll

    . Expect zero/few errors in population

    . Efficient

    . Determine if projected error is > predefined error

    . Stop sampling if zero deviations found; # deviations within limits based upon defined CL and acceptable UPL

    DISCOVERY

    . Expect no/extremely low errors in population: fraud, ghosts, etc.

    . Examples: confirm account balances when have strong IC, expect few errors (banks, etc.)

    . Sample sizes are large so at least one deviation will be revealed

    . Find one deviation; doesn't tell you much

    . Useful in substantive testing (looking for one material error) & special studies


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