Q.You measure two quantities as A=1.0 m ±0.2 m, B=2.0 m ±0.2 m. We should report correct value for AB as:
🔒You're viewing a preview — the full solution, concept, methods & PYQ mapping are locked.
🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Measurement Error Estimation
Measurement Error Estimation
Imagine you measure the length of a table five times with a metre scale and get 152.3 cm, 152.4 cm, 152.2 cm, 152.5 cm, 152.3 cm. None of the readings agree exactly — every measurement carries some uncertainty. Measurement Error Estimation is the systematic way of stating how much a measured value can be trusted.
Types of Error
- Systematic errors shift every reading in the same direction — a worn instrument, a zero error, or a consistently faulty technique. These can often be removed by calibrating against a known standard.
- Random errors scatter unpredictably above and below the true value, caused by small, uncontrollable changes (a slight tremble of the hand, tiny fluctuations in conditions).
- Least count error is the smallest possible error for a given instrument — a floor below which no reading, however careful, can be more precise (see Least Count Precision).
Systematic error affects accuracy (closeness to the true value); random error affects precision (how tightly repeated readings cluster together).
Absolute, Mean, Relative and Percentage Error
Suppose you take n readings a1,a2,…,an of the same quantity. The best available estimate of the true value is their mean:
amean=na1+a2+⋯+an
The absolute error in each reading is how far it lies from this mean:
Δai=∣amean−ai∣
Averaging these gives the mean absolute error — the single number used to report the uncertainty of the whole set:
Δamean=n∣Δa1∣+∣Δa2∣+⋯+∣Δan∣
The final result is written as a=amean±Δamean.
To compare errors across different quantities, use the relative error:
Relative error=ameanΔamean
and the percentage error, the relative error written as a percentage:
Percentage error=ameanΔamean×100%
Combining Errors in a Calculation
Most physical quantities are calculated from two or more measured quantities, so their errors combine.
- Sum or difference (Z=A+B or Z=A−B): absolute errors add —
ΔZ=ΔA+ΔB
- Product or quotient (Z=AB or Z=A/B): relative errors add —
ZΔZ=AΔA+BΔB
- Power (Z=An): the relative error scales with the power — ZΔZ=nAΔA …
Why this formula?
Measurement Error Estimation: Why the Key Formulas Hold
Measurement error estimation is about quantifying how much a measured value might differ from the true value. The core idea is that no measurement is perfect — every reading contains some uncertainty.
1. The Fundamental Idea: True Value vs. Measured Value
Let’s start with the basic relationship:
Measured Value=True Value+Error
The error (ε) is the difference:
ε=Measured Value−True Value
Why this matters: We never know the true value exactly — if we did, there would be no error to estimate. So we must infer the error from repeated measurements.
2. Mean Error (Bias) — Why We Average
If you take n measurements x1,x2,…,xn, the mean is:
xˉ=n1∑i=1nxi
Why does the mean estimate the true value?
Assume each measurement has a random error εi with zero mean (no systematic bias). Then:
xˉ=n1∑i=1n(True+εi)=True+n1∑i=1nεi
As n increases, the average of random errors n1∑εi tends to zero (by the law of large numbers). So:
xˉ→True Value
Key insight: Averaging cancels out random errors, but not systematic errors (bias).
3. Standard Deviation of the Mean — Why σ/n
The standard error of the mean (SEM) is:
SEM=nσ
Derivation (why this formula):
- Each measurement xi has variance σ2 (spread around the true value).
- The variance of the mean xˉ is:
Var(xˉ)=Var(n1∑xi)=n21∑Var(xi)
- Since all Var(xi)=σ2 and they are independent:
Var(xˉ)=n21⋅nσ2=nσ2
- Standard deviation is the square root of variance:
SEM=nσ2=nσ
Why this makes sense: More measurements (n larger) reduce uncertainty — but only as n, not linearly. Doubling n reduces error by only ≈30%.
4. Propagation of Errors — Why We Add Variances
When a result z depends on measured quantities x and y (e.g., z=x+y or z=x⋅y), errors propagate.
Case 1: Addition/Subtraction
If z=x+y, and errors Δx, Δy are independent:
(Δz)2=(Δx)2+(Δy)2
Why?
Variance of sum = sum of variances (for independent variables):
σz2=σx2+σy2
So the uncertainty adds in quadrature (not linearly). This is because errors can partially cancel.
Case 2: Multiplication/Division
If z=x⋅y, then:
(zΔz)2=(xΔx)2+(yΔy)2
Derivation (why relative errors add):
- Take natural log: lnz=lnx+lny
- Differentiate: zdz=xdx+ydy
- For small independent errors, variances add:
(zσz)2=(xσx)2+(yσy)2
Key insight: Relative uncertainties propagate the same way absolute uncertainties do for sums.
5. The General Formula (Why It's a Taylor Expansion) …
AB=1.0×2.0=2.0≈1.4142 m→1.4 m.
Combination of errors (fractional errors add, then halved for the square root): …
Using the fractional-error-addition rule (not root-sum-square) for combining errors, AB works out to 1.4±0.2 m — option (D).
Best estimate of AB
AB=(1.0)(2.0)=2.0≈1.4142 m
Combining the errors
For Z=AB=(AB)1/2, the NCERT-prescribed rule for combination of errors is: relative errors in a product add, and for a power p, the relative error is multiplied by ∣p∣ — here p=1/2.
ZΔZ=21(AΔA+BΔB)
AΔA=1.00.2=0.2,BΔB=2.00.2=0.1
ZΔZ=21(0.2+0.1)=21(0.3)=0.15
Absolute error and rounding
ΔZ=0.15×1.4142≈0.212 m→0.2 m (1 significant figure) …
Concept: Propagation of Errors in Product and Square Root
When a quantity is computed from measured values with uncertainties, the error propagates according to specific rules. For a product AB, the relative error adds. For a square root, the relative error is halved.
Method: Relative Error Propagation
Steps
1. Compute the central value
AB=1.0×2.0=2.0≈1.414 m
Since the given options have either 1.4 m or 1.41 m, we keep 1.4 m for now (matching most options).
2. Find the relative error in AB
For a product AB:
ABΔ(AB)=AΔA+BΔB
Given:
- A=1.0±0.2 → AΔA=1.00.2=0.2
- B=2.0±0.2 → BΔB=2.00.2=0.1
So:
ABΔ(AB)=0.2+0.1=0.3
3. Propagate to AB
For Z=AB, the relative error rule is:
ZΔZ=21⋅ABΔ(AB)
Thus:
ZΔZ=21×0.3=0.15
4. Compute absolute error …
🧠 The core concept
You have:
- A=1.0±0.2 m
- B=2.0±0.2 m
You want AB.
Step 1 — Best value
AB=1.0×2.0=2.0≈1.414 m
Step 2 — Error propagation
For Z=AB, the relative error formula is:
ZΔZ=21(AΔA+BΔB)
So:
ZΔZ=21(1.00.2+2.00.2)=21(0.2+0.1)=0.15
Thus:
ΔZ=0.15×1.414≈0.212 m
Correct report: 1.41±0.21 m (or rounded to 1.4±0.2 m if using 1 decimal place).
The best match among options is (D) 1.4 m ±0.2 m.
✗ Common mistakes & how to avoid them
1. Using absolute error formula for multiplication directly
- Mistake: Treating AB like A×B and adding absolute errors.
- Why wrong: For products/quotients, you must use relative errors, not absolute.
- Fix: Always convert to relative error first, then multiply by the value.
2. Forgetting the square root halves the relative error
- Mistake: Using ZΔZ=AΔA+BΔB (no factor of 1/2).
- Why wrong: For Z=X1/2, relative error in Z is 21 times relative error in X.
- Fix: Remember: exponent n multiplies relative error by ∣n∣.
3. Rounding too early
- Mistake: Computing 1.0×2.0≈1.4 then using that to find error.
- Why wrong: You lose precision — error calculation needs more digits.
- Fix: Keep intermediate results to 3–4 significant figures; round only final answer.
4. Mixing up significant figures in value and error …
Showing the 12 most recent of 16 on this concept.
- AP EAPCET 2026Set eng-2026-05-12-AN1 markMCQQ.Volume of a cylinder is given by V=πr2h, here r is radius and h is height. The volume is measured with an error of 6% and height with an error of 4%, then error in radius is (A) 3% (B) 4% (C) 5% (D) 8%
›Reveal solutionSolution
This tests error propagation for a derived quantity (r, computed from measured V and h), not for V itself. Since r∝V1/2h−1/2, the percentage error in r is half the sum of the percentage errors in V and h, giving 5%.
Concept and Intuition
V and h are the two independently measured quantities (each carrying its own measurement error); r is calculated from them using V=πr2h⇒r=V/(πh). For error propagation, we always express the quantity whose error we want in terms of the independently measured quantities, take logarithms, differentiate, and add the magnitudes of each contribution (worst-case combination, since errors could reinforce each other).
Step-by-Step Solution
- From V=πr2h, solve for r: r=(πhV)1/2, i.e. r∝V1/2h−1/2.
- Take logarithms: lnr=const+21lnV−21lnh.
- Differentiate: rdr=21VdV−21hdh. …
- AP EAPCET 2026Set eng-2026-05-15-FN1 markMCQQ.For a particular wire of mass = (0.6±0.003) gm, radius = (0.50±0.01) cm, and length = (10.00±0.05) cm, the maximum percentage error in the measurement of its density is (A) 5% (B) 7% (C) 8% (D) 4%
›Reveal solutionSolution
Density is mass over volume of a cylinder (ρ=m/(πr2L)); the maximum percentage error adds the relative errors of each measured quantity, with the radius's error doubled because it enters squared. Answer: 5%.
Concept and Intuition
For a quantity ρ=πr2Lm built from independently measured quantities raised to various powers, the maximum relative error is obtained by adding the relative errors of each factor, each multiplied by the magnitude of its exponent (this is the standard error-propagation rule for products/quotients of powers).
Step-by-Step Solution
- Volume of the wire (a cylinder): V=πr2L, so ρ=πr2Lm.
- Taking logarithmic differentials: ρΔρ=mΔm+2rΔr+LΔL (errors always add for maximum estimate, regardless of sign).
- mΔm=0.60.003=0.005=0.5%. …
- AP EAPCET 2026Set eng-2026-05-18-FN1 markMCQQ.If the percentage error in the measurement of radius is 2% then the error in measurement of volume of a sphere is (A) 6% (B) 8% (C) 4% (D) 10%
›Reveal solutionSolution
Since volume goes as r3, its percentage error is 3 times the percentage error in radius: 3×2%=6%.
Concept and Intuition
For a quantity Q=kxn, the relative (percentage) error propagates as QΔQ=nxΔx. Volume of a sphere depends on radius cubed, so a small error in r gets amplified threefold in V.
Step-by-Step Solution
- V=34πr3.
- Taking logarithms: lnV=ln(34π)+3lnr.
- Differentiating: VdV=3rdr.
- Given rΔr×100=2%, so VΔV×100=3×2%=6%. …
- AP EAPCET 2025Set eng-2025-05-21-AN1 markMCQQ.If the maximum and minimum temperatures at a place on a day are measured as 44∘C±0.5∘C and 22∘C±0.5∘C respectively, then the temperature difference is (A) 22∘C±1∘C (B) 22∘C±0.5∘C (C) 22∘C±0.25∘C (D) 22∘C±1.5∘C
›Reveal solutionSolution
For a difference of two measured quantities, the absolute errors add up (never subtract). The answer is (A).
Concept and Intuition
If A=a±Δa and B=b±Δb, then their difference A−B has a value (a−b) but its uncertainty is Δa+Δb, NOT ∣Δa−Δb∣. This is because the worst case is when one measurement is at its highest possible value and the other at its lowest (or vice versa) — the errors can compound in either direction, so we must always add the absolute uncertainties for both sums and differences.
Step-by-Step Solution
- Maximum temperature: T1=44∘C±0.5∘C.
- Minimum temperature: T2=22∘C±0.5∘C.
- Difference in central values: T1−T2=44−22=22∘C.
- Since this is a subtraction of two independently measured quantities, the absolute errors add: ΔT=ΔT1+ΔT2=0.5+0.5=1∘C. …
- AP EAPCET 2025Set ap-2025-05-19-FN1 markMCQQ.If the measured values of the voltage across and the current through a resistor are (100±5)V and (10±0.2)A respectively, then the error in the determination of the resistance is (A) 5% (B) 7% (C) 5.2% (D) 9.6%
›Reveal solutionSolution
For R=V/I, percentage errors in a quotient add: 5%+2%=7%. Answer: (B).
Concept and Intuition
When a derived quantity is obtained as a product or quotient of measured quantities (like R=V/I from Ohm's law), the standard error-propagation rule for such quotients states that the relative (fractional) errors of the individual measured quantities simply ADD (regardless of whether the operation is multiplication or division), to give the relative error in the derived quantity.
RΔR=VΔV+IΔI
Step-by-Step Solution
- Given: V=100±5 V, so VΔV=1005=0.05=5%.
- Given: I=10±0.2 A, so IΔI=100.2=0.02=2%.
- Since R=V/I, the percentage error in R is the sum: 5%+2%=7%.
- Hence, the error in the determination of resistance is 7%. …
- AP EAPCET 2025Set ap-2025-05-20-AN1 markMCQQ.Q=ytx2/5z3 is the relation between different physical quantities and the errors in the measurements of x, y, z and t are 2.5%, 2%, 0.5% and 1% respectively, then the percentage error in the determination of Q is (A) 5 (B) 4.5 (C) 8 (D) 7.75
›Reveal solutionSolution
For a product/quotient of powers, percentage errors combine by adding each variable's
percentage error multiplied by the magnitude of its exponent; here that sum comes out
to exactly 5%. Answer: (A).
Concept and Intuition
For any derived quantity expressed as a product of powers of measured quantities,
Q=yctdxazb, the maximum percentage error in Q is the sum of
each individual percentage error weighted by the absolute value of its exponent:
QΔQ×100=∣a∣xΔx×100+∣b∣zΔz×100+∣c∣yΔy×100+∣d∣tΔt×100
This is because errors in error-propagation analysis always add (regardless of whether
the quantity appears in the numerator or denominator, and regardless of the sign of the
exponent), since we consider the worst-case combined error.
Step-by-Step Solution
- Write Q=x2/5z3y−1t−1/2, identifying the exponents: x: 2/5, z: 3, y: −1 (magnitude 1), t: −1/2 (magnitude 1/2).
- Multiply each exponent's magnitude by the corresponding percentage error:
- x: 52×2.5%=1%
- z: 3×0.5%=1.5% …
- AP EAPCET 2025Set eng-2025-05-24-FN1 markMCQQ.If the error in the measurement of the surface area of a sphere is 1.2%, then the error in the determination of the volume of the sphere is (A) 2.4% (B) 1.8% (C) 1.2% (D) 0.6%
›Reveal solutionSolution
Error propagation: a 1.2% error in surface area (∝r2) means a 0.6% error in r, which then gives a 1.8% error in volume (∝r3).
Concept and Intuition
For a power-law relation Q∝rn, the percentage (relative) error propagates as QΔQ=nrΔr — this is a direct consequence of logarithmic differentiation. Surface area of a sphere goes as r2 (n=2) and volume as r3 (n=3), so this problem is a two-step application of that rule: first go from the area's percentage error back to r's percentage error, then forward to volume's.
Step-by-Step Solution
- Surface area: A=4πr2. Taking logs and differentiating: AdA=2rdr, i.e. percentage errors relate as AΔA=2rΔr.
- Given AΔA=1.2%, so rΔr=21.2%=0.6%.
- Volume: V=34πr3. Similarly, VΔV=3rΔr.
- Substitute: VΔV=3×0.6%=1.8%. …
- AP EAPCET 2024Set ap-2024-05-16-AN1 markMCQQ.Two resistors of resistances (20±0.2) Ω and (10±0.1) Ω are connected in series. The equivalent resistance of the combination is (A) 10 Ω±1% (B) 30 Ω±2% (C) 10 Ω±2% (D) 30 Ω±1%
›Reveal solutionSolution
In series combination, both resistances and their absolute errors simply add. R=30 Ω, ΔR=0.3 Ω=1% of 30. Answer: (D).
Concept and Intuition
When two resistors are placed in series, the equivalent resistance is the direct sum R=R1+R2. Error propagation for a sum of independent quantities follows the rule that the absolute errors add (not the percentage errors directly, and not a quadrature/RMS combination — for JEE/EAPCET-level error analysis, the standard convention is the maximum-error addition rule): ΔR=ΔR1+ΔR2. This gives the worst-case bound on how far the true equivalent resistance could lie from the calculated value.
Step-by-Step Solution
- Given: R1=(20±0.2) Ω, R2=(10±0.1) Ω.
- Series equivalent resistance: R=R1+R2=20+10=30 Ω.
- Absolute error addition rule for a sum: ΔR=ΔR1+ΔR2=0.2+0.1=0.3 Ω. …
- AP EAPCET 2024Set ap-2024-05-17-FN1 markMCQQ.If the errors in the measurement of the mass and side of a cubical block are 2% and 1% respectively, then the error in the determination of the density of the material of the block (A) 8% (B) 6% (C) 3% (D) 5%
›Reveal solutionSolution
This tests error propagation in a derived quantity. Density depends on the cube of the side length, so its side-length error triples before adding to the mass error.
Concept and Intuition
For a quantity expressed as a product of powers, Q=XpYq, the maximum fractional (percentage) error is QΔQ=pXΔX+qYΔY (errors always add, regardless of the sign of the exponent, because we consider the worst case). Density of a cube is ρ=m/a3, so the side-length's error is amplified threefold because a appears cubed.
Step-by-Step Solution
- Write ρ=a3m.
- Apply the error-propagation rule: ρΔρ=mΔm+3aΔa. …
- AP EAPCET 2024Set eng-2024-05-19-AN1 markMCQQ.The percentage error in the measurement of mass and velocity are 3% and 4% respectively. The percentage error in the measurement of kinetic energy is (A) 11% (B) 12% (C) 14% (D) 8%
›Reveal solutionSolution
For a quantity that is a power-law combination of measured variables, percentage errors add according to their exponents. Here KE∝mv2 gives error =3%+2(4%)=11%.
Concept and Intuition
For Z=ApBq, the maximum fractional error is ZΔZ=pAΔA+qBΔB (errors always add, regardless of sign, since we want the worst case). Kinetic energy KE=21mv2 is ∝m1v2, so its percentage error is the mass error plus twice the velocity error.
Step-by-Step Solution
- KE=21mv2⇒KEΔ(KE)=mΔm+2vΔv.
- Given mΔm=3% and vΔv=4%. …
- AP EAPCET 2024Set eng-2024-05-22-FN1 markMCQQ.The potential difference across the ends of conductor is (30±0.3)V and the current through the conductor is (5±0.1)A. The error in the determination of the resistance of the conductor is (A) 1% (B) 2% (C) 3% (D) 4%
›Reveal solutionSolution
For a quotient R=V/I, the relative (percentage) errors of the numerator and denominator simply add. Answer: 3%.
Concept and Intuition
When a quantity is computed as a ratio of two measured quantities, R=V/I, the maximum possible relative error in R is the sum of the relative errors in V and I — this comes from standard error propagation rules for division (errors always add for both products and quotients).
Step-by-Step Solution
- Given V=(30±0.3)V and I=(5±0.1)A.
- Relative error in V: VΔV=300.3=0.01 (i.e., 1%).
- Relative error in I: IΔI=50.1=0.02 (i.e., 2%). …
- AP EAPCET 2023Set eng-2023-05-19-FN1 markMCQQ.The potential difference across the ends of a conductor is (50±3)V and the current through it is (5±0.1)A. The percentage error in the measurement of resistance of the conductor is (A) 2 (B) 4 (C) 8 (D) 6
›Reveal solutionSolution
For a quotient R=V/I, relative (percentage) errors of the numerator and denominator simply add.
Concept and Intuition
For any quantity computed as a product or quotient of measured values, the maximum relative error is the sum of the relative errors of each measured quantity (error propagation rule for multiplication/division).
Step-by-Step Solution
- R=IV, so RΔR=VΔV+IΔI.
- VΔV=503=0.06=6%.
- IΔI=50.1=0.02=2%.
- Total percentage error in R: 6%+2%=8%. …
🎓Unlock everything free for 14 days
- ✓Full step-by-step solutions
- ✓Concept-first explanations
- ✓Methods, shortcuts & mistakes
- ✓PYQ mapping + timed mock tests
Full access for 14 days. No credit card required.