# GUM versus Exact Uncertainty of sin(x) and cos(x) When x Is Normally Distributed

Requires a Wolfram Notebook System

Interact on desktop, mobile and cloud with the free Wolfram Player or other Wolfram Language products.

The mean and standard deviation of and , when follows the normal distribution with mean and standard deviation , are shown on four plots to compare the approximate and exact solutions. The red curve is an approximation calculated by formulas given in GUM (Guide to Uncertainty in Measurement). The blue curve is exact, as calculated by *Mathematica* 8. The approximate means are independent of and all the approximations are better for small values of .

Contributed by: M. D. Mikhailov and V. Y. Aibe (June 2012)

(Instituto Nacional de Metrologia, Qualidade e Tecnologia (Inmetro), Brazil)

Open content licensed under CC BY-NC-SA

## Snapshots

## Details

The approximate means and standard deviations of and , where is a normal random variable with mean and standard deviation are

,

,

,

.

The exact means and standard deviations as calculated by *Mathematica* 8 are

,

,

,

.

Reference

[1] "Evaluation of Measurement Data—Guide to the Expression of Uncertainty in Measurement." *BIPM*. (Sept 2008) www.bipm.org/utils/common/documents/jcgm/JCGM_100_ 2008_E.pdf.

## Permanent Citation