Uncertainty Guide

Uncertainty Propagation for Multiplication and Division

The most common case in physics lab reports - and the one where relative uncertainties take centre stage.

6 min read🎓 University level🔬 Lab report focused

The Rule for Multiplication and Division

For any formula involving multiplication or division:

f = x · y   or   f = x / y

The propagated relative uncertainty is:

Δf/f = √[ (Δx/x)² + (Δy/y)² ]

Unlike addition and subtraction - where you combine absolute uncertainties - multiplication and division require you to combine relative uncertainties (also called fractional uncertainties). The relative uncertainty of each variable is Δx/x, expressed as a fraction or percentage.

Once you have the combined relative uncertainty Δf/f, multiply by the result f to get the absolute uncertainty Δf.

Why Relative Uncertainties for Multiplication?

The reason comes from calculus. For f = x · y, the partial derivatives are:

∂f/∂x = y   and   ∂f/∂y = x

Plugging into the general propagation formula:

Δf = √[ (y · Δx)² + (x · Δy)² ]

Dividing both sides by f = x · y:

Δf/f = √[ (Δx/x)² + (Δy/y)² ]

The result is elegant: for products and quotients, the relative uncertainties add in quadrature regardless of the values of x and y. This is why physicists prefer to work with relative uncertainties for multiplicative formulas - the algebra is much cleaner.

Worked Example - Speed from Distance and Time

A student calculates speed using v = d / t.

d4.50 ± 0.05 m
t1.20 ± 0.02 s

Step 1 - Compute the result:

v = 4.50 / 1.20 = 3.75 m/s

Step 2 - Compute relative uncertainties:

Δd/d = 0.05 / 4.50 = 0.0111 (1.11%)
Δt/t = 0.02 / 1.20 = 0.0167 (1.67%)

Step 3 - Combine in quadrature:

Δv/v = √[ (0.0111)² + (0.0167)² ]
Δv/v = √[ 0.000123 + 0.000279 ]
Δv/v = √0.000402
Δv/v = 0.0200 (2.00%)

Step 4 - Convert to absolute uncertainty:

Δv = 0.0200 × 3.75 = 0.075 m/s

Step 5 - Round and report:

v = 3.75 ± 0.08 m/s

Note: time contributes more to the total uncertainty (1.67%) than distance (1.11%). To improve precision, focus on measuring time more accurately.

More Than Two Variables

The rule extends to any product or quotient with multiple variables. For f = (x · y) / (z · w):

Δf/f = √[ (Δx/x)² + (Δy/y)² + (Δz/z)² + (Δw/w)² ]

Every variable in the numerator or denominator contributes its relative uncertainty in exactly the same way - it does not matter whether the variable is multiplied or divided. This makes the rule very easy to apply to complex lab formulas.

The Three-Step Method for Any Product or Quotient

Step 1

Compute the result

Substitute your measured values into the formula and calculate f.

Step 2

Compute each relative uncertainty

For each measured variable, divide its absolute uncertainty by its value: Δxᵢ/xᵢ. Express as a decimal or percentage.

Step 3

Combine and convert back

Add all relative uncertainties in quadrature to get Δf/f, then multiply by f to get the absolute uncertainty Δf.

Common Mistakes to Avoid

Using absolute instead of relative uncertainties

For multiplication and division you must use relative uncertainties Δx/x. Writing Δf = √(Δx² + Δy²) is the rule for addition - applying it to a product gives a completely wrong answer. Always check which operation your formula involves before choosing the rule.

Forgetting to convert back to absolute uncertainty

The propagation formula gives you Δf/f - a relative uncertainty. Your final answer must report an absolute uncertainty Δf with units. Multiply Δf/f by the computed value of f to get Δf before writing your final result.

Including exact constants as variables

Constants like ½, 2, π, and g (if treated as exact) have no uncertainty. Including them as variables inflates your propagated uncertainty incorrectly. Only include quantities that were actually measured with an instrument.

Confusing multiplication rule with addition rule

This is the single most common error in physics lab reports. Remember: addition/subtraction → combine absolute uncertainties. Multiplication/division → combine relative uncertainties. When in doubt, apply the general formula using partial derivatives.

Quick Reference

OperationFormulaUncertainty Rule
Multiplicationf = x · yΔf/f = √((Δx/x)² + (Δy/y)²)
Divisionf = x / yΔf/f = √((Δx/x)² + (Δy/y)²)
Three variablesf = xyzΔf/f = √((Δx/x)² + (Δy/y)²+ (Δz/z)²)
Mixedf = xy/zΔf/f = √((Δx/x)² + (Δy/y)²+ (Δz/z)²)
Constant factorf = c · xΔf/f = Δx/x

Frequently Asked Questions

Q1Do I use relative or absolute uncertainties for multiplication?

Relative uncertainties. For f = x · y, the rule is Δf/f = √[(Δx/x)² + (Δy/y)²]. Compute Δx/x and Δy/y first, combine them in quadrature, then multiply by f to get the absolute uncertainty Δf.

Q2Is the rule the same for division as multiplication?

Yes, identical. For both f = x · y and f = x / y, the relative uncertainty is Δf/f = √[(Δx/x)² + (Δy/y)²]. The sign of the operation does not matter because uncertainties are always positive.

Q3What if my formula mixes addition and multiplication?

Apply the general propagation formula using partial derivatives, or break the formula into steps. For example, for f = (x + y) · z, first propagate the uncertainty in (x + y) using the addition rule, treating it as a single intermediate result, then propagate through multiplication by z using the relative uncertainty rule.

Q4Does a constant multiplier affect relative uncertainty?

No. For f = c · x where c is exact, Δf/f = Δx/x - the relative uncertainty is unchanged. The absolute uncertainty scales as Δf = c · Δx, but the fractional uncertainty stays the same.

Q5My formula has a variable squared - is that multiplication?

Treat it using the power rule: for f = x², the relative uncertainty is Δf/f = 2 · Δx/x. This is covered in detail in the Powers & Exponents guide.

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