Uncertainty & measurement

Repeated Measurement Uncertainty & Timing Calculator

Process repeated readings or repeated timings of several oscillations. Keep the school-lab half-range convention separate from statistical standard error.

Your measurements

Start with the example, or enter your own values. Use a dot for decimals and e for scientific notation.

Repeated Measurement Uncertainty & Timing Calculator inputs
Same unit as each total reading. Use a justified uncertainty from the apparatus or task.
Use 1 for ordinary repeated measurements.

Calculated locally. No account or uploads.

Result & working

Example

The calculator is loading. You can read the worked example below.

The formula

x̄ = Σxᵢ/n; range = x_max − x_min

Δx = max(range/2, supplied uncertainty floor)

T = x̄/N; ΔT = Δx/N; p = 100ΔT/|T|

What the variables mean
SymbolMeaning
nNumber of repeated readings.
NExact cycle/item count per reading, a positive integer.
FloorAn explicitly supplied lower bound for uncertainty. It is not estimated from the data.

When to use this calculator

Use half the range when that is the convention requested in a school experiment. This tool applies the larger of half-range and the supplied floor; this is a stated reporting convention, not an IB rule for every instrument or a universal statistical formula.

Timing several cycles can reduce the relative effect of a fixed start/stop uncertainty. Count complete oscillations and keep the cycle count exact. The tool also displays sample SD and SEM for comparison, without substituting them for the half-range.

Identical repeated readings do not prove zero uncertainty. Resolution, calibration and method limits still matter. A systematic offset is not removed by repetition.

Worked example

The calculator opens with these example values. All steps below are available even with JavaScript disabled.

  1. Mean = 80.6 / 4 = 20.15 s.
  2. Range = 20.3 − 20 = 0.3; half-range = 0.15 s.
  3. Chosen uncertainty = max(0.15, 0.1) = 0.15 s.
  4. Value per cycle/item = 20.15/10 = 2.015; uncertainty = 0.15/10 = 0.015 s.
  5. Final reported value: (2.01 ± 0.02) s.

(2.01 ± 0.02) s

Common mistakes

  • Do not divide the half-range by √n; that produces neither the half-range nor sample SEM.
  • Distinguish repeats n from cycles per timing N.
  • Do not remove an extreme value without investigating and explaining it.