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How do you propagate uncertainty for products and quotients?

For products and quotients, the relative uncertainties of the inputs add in quadrature. You calculate the relative uncertainty of the result by taking the square root of the sum of the squared relative uncertainties of the individual variables.

Conditions

  • The derived quantity is a product (z=xyz=xy) or a quotient (z=xyz=\frac{x}{y}).
  • The variables xx and yy are nonzero so the relative uncertainty ratios are defined.
  • The uncertainties are treated as independent.

Reasoning, step by step

  1. Identify the function as a product z=xyz=xy or a quotient z=xyz=\frac{x}{y}.
  2. Write the general two-variable absolute uncertainty propagation formula using partial derivatives.
  3. Compute the partial derivatives for the product or quotient.
  4. Divide the resulting absolute uncertainty expression by zz to convert it into relative form.
  5. Simplify the expression to reveal that the relative uncertainties add in quadrature: δzz=(δxx)2+(δyy)2\frac{\delta z}{z} = \sqrt{\left(\frac{\delta x}{x}\right)^2 + \left(\frac{\delta y}{y}\right)^2}.

Example

For z=xyz=xy, the raw propagated form is δz=(yδx)2+(xδy)2\delta z = \sqrt{(y\delta x)^2 + (x\delta y)^2}. Dividing by z=xyz=xy and simplifying yields δzz=(δxx)2+(δyy)2\frac{\delta z}{z} = \sqrt{\left(\frac{\delta x}{x}\right)^2 + \left(\frac{\delta y}{y}\right)^2}. The same relative rule applies to z=xyz=\frac{x}{y}.

Common misconceptions

  • Trying to add the absolute uncertainties directly for products and quotients, which is mathematically incorrect.
  • Stopping at the raw derivative form for products and quotients without dividing by zz to find the simpler relative-uncertainty pattern.
  • Assuming the minus sign in a quotient affects the final quadrature formula (it disappears after squaring).

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