Q.An aeroplane flies along the four sides of a square at speeds of 100, 200, 300 and 400 kilometres per hour respectively. What is the average speed of the plane in its flight around the square ?
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Measures of Central Tendency
Measures of central tendency are single values that summarise the centre of a data set. The three mathematical averages are the arithmetic mean (AM), geometric mean (GM) and harmonic mean (HM); the two positional averages are the median and mode.
Each average captures "the typical value" differently — pick the one that suits the data, and use the fixed inequality between AM, GM and HM to sanity-check answers.
How it works
The arithmetic mean adds and divides; the geometric mean multiplies and takes a root (ideal for ratios and growth rates); the harmonic mean handles rates like speed. The median is the middle value in order, and the mode is the most frequent value — both unaffected by extreme outliers.
For two positive numbers a neat identity ties the three mathematical means together, so any two of them determine the third.
For two positive numbers a and b:
AM=2a+b,GM=ab,HM=a+b2ab,GM2=AM×HM.
Key properties
- AM≥GM≥HM for any set of positive values, with equality only when all values are equal.
- The identity GM2=AM×HM holds exactly for two observations.
- Median and mode ignore extreme values; the arithmetic mean does not.
Quick example
Given AM=64 and HM=16, find the GM.
- Use GM=AM×HM. …
Since the four sides are equal distances covered at different speeds, the average speed is the harmonic mean of the speeds: 1001+2001+3001+40014=192 km/hr. …
Equal distances at different speeds ⇒ use the harmonic mean =∑speed14=192 km/hr.
When equal distances are travelled at different speeds, the correct average speed is the harmonic mean of the speeds (not the arithmetic mean), because time depends on the reciprocal of speed.
H.M.=∑xi1n=1001+2001+3001+40014.
Step 1 — Add the reciprocals (LCD =1200):
1001+2001+3001+4001=120012+6+4+3=120025.
Step 2 — Take the harmonic mean. …
Showing the 12 most recent of 17 on this concept.
- CA Foundation 2026Set jan-20261 markMCQQ.If arithmetic mean of two numbers is 64 and harmonic mean is 16 then geometric mean is (A) 64 (B) 16 (C) 32 (D) 8
›Reveal solutionSolution
Using the relation GM2=AM×HM, GM=64×16=1024=32.
Step 1 — recall the relation
For two positive numbers, AM×HM=GM2.
Step 2 — substitute
GM2=64×16=1024
Step 3 — solve
GM=1024=32 …
- CA Foundation 2025Set jan-20251 markMCQQ.If the mode of the following data is 13, then the value of x in the data set is 13,8,6,3,8,13,2x+3,8,13,3,5,7 (A) 6 (B) 5 (C) 7 (D) 8
›Reveal solutionSolution
To make 13 the mode, set 2x+3=13⇒x=5, which raises 13's count to four (beating 8's three).
Step 1 — Count the fixed values
Data: 13,8,6,3,8,13,2x+3,8,13,3,5,7.
Ignoring the unknown term: 13 appears 3 times, 8 appears 3 times, 3 appears 2 times; all others once.
Step 2 — Use the mode condition
The mode is given as 13. With 8 also appearing three times, 13 must occur MORE than 8, so the unknown term must itself be 13:
2x+3=13⇒2x=10⇒x=5.
Now 13 appears four times — the unique mode. …
- CA Foundation 2025Set jan-20251 markMCQQ.The best measure of central tendency is (A) Mean (B) Median (C) Mode (D) Range
›Reveal solutionSolution
The arithmetic mean is the best measure of central tendency on the standard textbook criteria.
Step 1 — Criteria for an ideal average
An ideal measure of central tendency should be (i) rigidly defined, (ii) based on all observations, (iii) easy to understand and compute, (iv) capable of further algebraic treatment and (v) least affected by sampling fluctuations.
Step 2 — Why the mean wins
The arithmetic mean satisfies all these — every value enters the calculation and it feeds directly into higher statistics (combined mean, standard deviation, regression). It is therefore taken as the best/most widely used measure. …
- CA Foundation 2025Set may-20251 markMCQQ.Which one of the following measures of central tendency is based on only fifty percent (50%) of the central values ? (A) Geometric Mean (B) Harmonic Mean (C) Median (D) Mode
›Reveal solutionSolution
The median is the positional average determined by the central 50% of the ordered data — not by the extreme values.
Step 1 — What each measure uses
- Geometric mean and Harmonic mean are mathematical averages computed from all the observations.
- Mode is the value with the highest frequency — fixed by the most concentrated value.
- Median is a positional average: arrange the data and take the middle value, so it is governed by where the central items fall, splitting the series into two 50% halves.
Step 2 — Match the description …
- CA Foundation 2025Set may-20251 markMCQQ.Find out the mode from the following data : 100, 110, 125, 225, 325, 125, 90, 80, 455, 375, 125 (A) 325 (B) 110 (C) 455 (D) 125
›Reveal solutionSolution
The most frequently occurring value is 125 (it appears 3 times), so the mode is 125.
Step 1 — Tally the frequencies
Data: 100, 110, 125, 225, 325, 125, 90, 80, 455, 375, 125.
Value Times it appears 125 3 every other value (100, 110, 225, 325, 90, 80, 455, 375) 1 each Step 2 — Pick the mode
The mode is the value with the highest frequency. Here 125 occurs three times, more than any other value. …
- CA Foundation 2024Set sep-20241 markMCQQ.The Median of the following frequency distribution is :
x 0 – 10 10 – 20 20 – 30 30 – 40 40 – 50 f(x) 8 30 40 12 10 (A) 33 (B) 22.5 (C) 23 (D) 24 ›Reveal solutionSolution
Median class is 20–30 (where cumulative frequency crosses N/2 = 50); the formula gives 23.
Step 1 — Cumulative frequencies (N=8+30+40+12+10=100)
Class f Cumulative f 0–10 8 8 10–20 30 38 20–30 40 78 30–40 12 90 40–50 10 100 Step 2 — Locate the median class
N/2=50. The cumulative frequency first exceeds 50 in the 20–30 class (cf jumps 38 → 78), so median class = 20–30.
Step 3 — Apply the median formula
M=L+f2N−cf×h
with L=20,cf=38,f=40,h=10: …
- CA Foundation 2023Set jun-20231 markMCQQ.A Professor has given assignment to students in a Statistics class. A student Jagan computes the arithmetic mean and standard deviation for a set of 100 observations as 50 and 5 respectively. Later on, Sonali points out to Jagan that he has made a mistake in taking one observation as 100 instead of 50. What would be the correct mean if the wrong observation is corrected? (A) 50.5 (B) 49.9 (C) 49.5 (D) 50.1
›Reveal solutionSolution
Corrected sum 4950 over 100 observations gives a mean of 49.5.
Step 1 — Recover the original total
∑x=nxˉ=100×50=5000
Step 2 — Correct the wrong observation
Replace 100 by 50:
corrected sum=5000−100+50=4950
Step 3 — New mean
xˉcorrected=1004950=49.5
Watch outThe standard deviation of 5 is irrelevant to the mean correction — including it is a common trap. …
- CA Foundation 2023Set jun-20231 markMCQQ.Find the mean of the following data
Class interval 10-20 20-30 30-40 40-50 50-60 60-70 70-80 Frequency 9 13 6 4 6 2 3 (A) 23.7 (B) 35.7 (C) 39.7 (D) 43.7 ›Reveal solutionSolution
Σfx = 1535, Σf = 43, so mean = 1535/43 ≈ 35.7.
Step 1 — Class midpoints
15,25,35,45,55,65,75
Step 2 — Compute Σf and Σfx
∑f=9+13+6+4+6+2+3=43
∑fx=135+325+210+180+330+130+225=1535
Step 3 — Mean
xˉ=∑f∑fx=431535≈35.7
Watch outDivide by the total frequency (43), never by the number of class intervals (7) — that mistake inflates the mean badly. …
- CA Foundation 2023Set jun-20231 markMCQQ.The Median of the following set of observations: 24, 18, 36, 42, 30, 28, 21, 29, 25, 33 is (A) 26.5 (B) 27.5 (C) 28.5 (D) 29.5
›Reveal solutionSolution
Sorted, the middle pair (5th and 6th of 10) is 28 and 29 → median 28.5.
Step 1 — Sort the data
18,21,24,25,28,29,30,33,36,42
Step 2 — Locate the median position
With n=10 (even), the median is the mean of the 2n=5th and 2n+1=6th values: 28 and 29.
Step 3 — Compute
Median=228+29=28.5
Watch outNever read the median off the unsorted list — always arrange the values in ascending order first. …
- CA Foundation 2023Set jun-20231 markMCQQ.Find the mode of the following data:
X 25-30 30-35 35-40 40-45 45-50 50-55 f(x) 20 53 42 42 41 43 (A) 31.75 (B) 30.75 (C) 33.75 (D) 35.75 ›Reveal solutionSolution
Modal class 30-35; mode = 30 + (33/44)×5 = 33.75.
Step 1 — Identify the modal class
Highest frequency is 53, in class 30-35. So L=30, f1=53, previous f0=20, next f2=42, width h=5.
Step 2 — Apply the mode formula
Mode=L+2f1−f0−f2f1−f0×h
=30+2(53)−20−4253−20×5=30+4433×5
Step 3 — Compute
=30+0.75×5=30+3.75=33.75
Watch outf0 and f2 are the frequencies of the classes immediately before and after the modal class — mixing them up (e.g., using 42 as f0) changes the answer. …
- CA Foundation 2023Set jun-20231 markMCQQ.For a given data set: 5, 10, 3, 6, 4, 8, 9, 3, 15, 2, 9, 4, 19, 11, 4; what is the median? (A) 8 (B) 6 (C) 4 (D) 9
›Reveal solutionSolution
Sorted, the 8th of 15 values is the median = 6.
Step 1 — Sort the data
2, 3, 3, 4, 4, 4, 5, 6, 8, 9, 9, 10, 11, 15, 19.
Step 2 — Locate the middle position
Median position=2n+1=215+1=8
The 8th value is 6.
Watch out4 occurs most often (the mode) and tempts as an answer — but the median is the positional middle, not the most frequent value. …
- CA Foundation 2022Set dec-20221 markMCQQ.The median of the observations 42, 72, 35, 92, 67, 85, 72, 81, 51, 56 is (A) 69.5 (B) 72 (C) 64 (D) 61.5
›Reveal solutionSolution
Sorted, the average of the 5th and 6th values is (67+72)/2=69.5.
Step 1 — Arrange in ascending order
35,42,51,56,67,72,72,81,85,92
Step 2 — Locate the middle for even n
With n=10, the median is the mean of the 2n=5th and 2n+1=6th observations.
5th=67,6th=72
Step 3 — Average them
Median=267+72=2139=69.5
Watch outYou must sort first. Reading the raw list's middle entries (67, 85) or picking 72 because it repeats gives a wrong median. …
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