A sample average can differ from a theoretical average

Theoretical return and an observed sample describe different objects. One is a model; the other is a particular set of outcomes.

The distinction that matters

Observed return divides recorded payouts by recorded turnover for a defined sample. The theoretical expectation requires an applicable probability model. A difference between the two does not, by itself, identify an incorrect model, a software issue or misconduct. Missing transactions and inconsistent definitions can also distort a sample.

A worked example

A fictional C$100 sample returning C$130 has observed return of 130%. That does not establish a theoretical RTP above 100%. Another small sample can return zero. Without the distribution and a valid statistical method, attaching a confidence claim to either sample would be unsupported.

Your next steps

  • Define the sample boundaries and included transactions.
  • Reconcile stake and payout units.
  • Keep observed and theoretical values in separate fields.
  • Record missing data before interpreting the ratio.

Where this answer stops

Do not gamble to generate a larger test sample. Northline does not audit random-number generators or infer a precise RTP from personal records. A documented game dispute belongs with the operator's formal process.

Sources & reading

Original Northline explanation. Worked examples use stated assumptions; they do not establish an operator’s policy or predict personal results. Read how we handle evidence.

An editorial review date is not a new policy effective date. Always check the current source for operator-specific conditions.

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