Method of central tendency

Reference link : https://jmp.sh/s/oZN1QLomLJ9YzxbFxuzG

To-Do question:

q3,4,20,21

1. Arithmetic Mean (A.M.)

๐Ÿ”น For Ungrouped Data:

Formula:

$$\text{A.M.} = \frac{x_1 + x_2 + \cdots + x_n}{n}$$

Example:

Marks: 10, 15, 20, 25, 30

$$\text{A.M.} = \frac{10 + 15 + 20 + 25 + 30}{5} = \frac{100}{5} = 20$$

๐ŸŸข Use it when you have raw individual values.


For Grouped Data:

Formula:

$$\text{A.M.} = \frac{\sum fx}{\sum f}$$

Where $x$ is the midpoint of each class.

Example from Q3:

ClassfMidpoint (x)fx
0โ€“100012050060000
1000โ€“20002001500300000
2000โ€“30002252500562500
3000โ€“40001903500665000
4000โ€“50001754500787500
Total9102375000

$$\text{A.M.} = \frac{2375000}{910} \approx 2615.38$$

๐ŸŸข Use it when data is in class intervals with frequencies.


2. Median

๐Ÿ”น For Ungrouped Data:

  • Sort values

  • If $n$ is odd, median = middle value

  • If $n$ is even, median = average of two middle values

Example:

Data: 3, 8, 5, 7, 9 โ†’ Sorted: 3, 5, 7, 8, 9 Median = 7 (middle value)


For Grouped Data:

Formula:

$$\text{Median} = L + \left( \frac{N/2 - CF}{f} \right) \cdot h$$

Example from Q3:

  • Total N = 910 โ†’ N/2 = 455

  • Median class: 2000โ€“3000 โ†’ L = 2000, f = 225, CF = 320, h = 1000

$$\text{Median} = 2000 + \left( \frac{455 - 320}{225} \right) \cdot 1000 = 2611.11$$

๐ŸŸข Use it when you're finding a central value in grouped data.


โœ… 3. Mode

๐Ÿ”น For Ungrouped Data:

  • Most frequent value

Example from Q23:

Data: 15, 12, 5, 13, 12, 15, 8, 8, 9, 9, 10, 15 โ†’ Mode = 15 (appears 3 times)


๐Ÿ”น For Grouped Data:

Formula:

$$\text{Mode} = L + \left( \frac{f_1 - f_0}{2f_1 - f_0 - f_2} \right) \cdot h$$

Example from Q20:

Classf
1500โ€“200050 = f_0
2000โ€“250075 = f_1
2500โ€“300068 = f_2

$$\text{Mode} = 2000 + \left( \frac{75 - 50}{2 \cdot 75 - 50 - 68} \right) \cdot 500 = 2000 + \left( \frac{25}{32} \right) \cdot 500 = 2390.63$$

๐ŸŸข Use it when you want the most common value in grouped data.


โœ… 4. Harmonic Mean (H.M.)

Formula:

$$\text{H.M.} = \frac{n}{\sum \frac{1}{x_i}}$$

Example from Q9:

Data: 6, 12, 24

$$\text{H.M.} = \frac{3}{\frac{1}{6} + \frac{1}{12} + \frac{1}{24}} = \frac{3}{\frac{7}{24}} = \frac{72}{7} \approx 10.29$$

๐ŸŸข Use it when data involves rates or ratios (like speed).


โœ… 5. Geometric Mean (G.M.)

Formula:

$$\text{G.M.} = \sqrt[n]{x_1 \cdot x_2 \cdot \cdots \cdot x_n}$$

Example from Q10:

Data: 3, 12, 48

$$\text{G.M.} = \sqrt[3]{3 \cdot 12 \cdot 48} = \sqrt[3]{1728} = 12$$

๐ŸŸข Use it when comparing relative growth rates or percentages.


โœ… 6. Relation: Mean, Median, Mode

Formula:

$$\text{Mode} = 3 \cdot \text{Median} - 2 \cdot \text{Mean}$$

Example:

Mean = 25, Median = 30

$$\text{Mode} = 3 \cdot 30 - 2 \cdot 25 = 90 - 50 = 40$$

๐ŸŸข Use it when one measure is missing or data is skewed.


โœ… 7. Combined Mean

Formula:

$$\text{Combined Mean} = \frac{n_1 \bar{x}_1 + n_2 \bar{x}_2}{n_1 + n_2}$$

Example from Q12:

  • Group 1: 30 students, mean = 20

  • Group 2: 30 students, mean = 25

$$\text{Mean} = \frac{30 \cdot 20 + 30 \cdot 25}{60} = \frac{1350}{60} = 22.5$$

๐ŸŸข Use it when combining two datasets.


โœ… 8. Corrected Mean

Formula:

$$\text{Correct Mean} = \text{Wrong Mean} + \frac{\text{Correct} - \text{Wrong}}{n}$$

Example from Q13:

  • Wrong Mean = 40

  • One wrong value = 50 (should be 40)

  • $n = 100$

$$\text{Correct Mean} = 40 + \frac{40 - 50}{100} = 40 - 0.1 = 39.9$$

๐ŸŸข Use it when youโ€™ve fixed a mistake in one value.


All MCQ Answers + Tricks


Q1. Relation between mean, median, mode

๐ŸŸฉ Answer: (a) Mean โ€“ Mode = 3(Mean โ€“ Median)
๐Ÿง  Trick: Standard empirical formula
โ†’ Mode = 3Median โ€“ 2Mean โ‡’ Rearranged: Mean โ€“ Mode = 3(Mean โ€“ Median)


Q2. A.M. of 1, 2, 3, ..., n

๐ŸŸฉ Answer: (b) (n+1)/2
๐Ÿง  Trick: A.M. of first ( n ) natural numbers = (n+1)/2


Q6. Median of: 12, 5, 7, 10, 4, 9, 8, 11, 3, 6

๐ŸŸฉ Answer: (a) 7
๐Ÿง  Trick: Sort and take average of 5th & 6th term (even ( n = 10 ))


Q7. A.M. of 16, 24, 8, 54, 26, 54

๐ŸŸฉ Answer: (c) 21
๐Ÿง  Trick: Add all and divide by 6
โ†’ ( \frac{182}{6} = 30.33 ) โŒ wait! Recheck: (sum = 182, mean โ‰ˆ 30.33)
๐ŸŸฅ There's likely a mismatch in answer key; the correct mean is 30.33, not 21.
PDF might have wrong option.


Q8. Mode of: 13, 6, 8, 11, 5, 10, 15, 3, 2

๐ŸŸฉ Answer: (d) None of these
๐Ÿง  Trick: All values occur once โ‡’ No mode


Q9. H.M. of 6, 12, 24

๐ŸŸฉ Answer: (a) 3/(1/6+1/12+1/24+1/72) = 72/7
๐Ÿง  Trick: Use H.M. = n / (1/n1+1/n2+1/n3)

n= number of element

n1,n2,n3= elements


Q10. G.M. of 3, 12, 48

๐ŸŸฉ Answer: (a) 12
๐Ÿง  Trick: Multiply: see formula of GM


Q11. Highest point of frequency curve

๐ŸŸฉ Answer: (c) Both (a) and (b)
๐Ÿง  Trick: In normal distribution, mean = median = mode = peak point


Q16. G.M. of 3, 12, 48

๐ŸŸฉ Answer: (a) 12
๐Ÿง  Trick: Repetition of Q10


Q17. Median of: 12, 5, 7, 10, 4, 9, 15, 14, 2

๐ŸŸฉ Answer: (a) 7
๐Ÿง  Trick: Sort and take middle (odd ( n = 9 )) โ†’ 7 is 5th


Q18. Which of the following is false?

๐ŸŸฉ Answer: (b) A.M ร— H.M = (G.M)^4 / G.M
๐Ÿง  Trick: Valid relation: A.M ร— H.M = (G.M)^2
โ†’ So this one is false


Q22. Relation between A.M., G.M., H.M.

๐ŸŸฉ Answer: (a) A.M โ‰ฅ G.M โ‰ฅ H.M
๐Ÿง  Trick: Always: AM โ‰ฅ GM โ‰ฅ HM


Q23. Mode of: 15, 12, 5, 13, 12, 15, 8, 8, 9, 9, 10, 15

๐ŸŸฉ Answer: (a) 15
๐Ÿง  Trick: Count frequency โ†’ 15 occurs most (3 times)


Q27. G.M. of 3, 12, 48

๐ŸŸฉ Answer: (a) 12
๐Ÿง  Trick: Again same Q repeated


Q28. A.M. of 1 to m

๐ŸŸฉ Answer: (b)
๐Ÿง  Trick: Same as Q2, formula-based


Q31. Relation between mean, median, mode

๐ŸŸฉ Answer: (a) Mean โ€“ Mode = 3(Mean โ€“ Median)
๐Ÿง  Trick: Standard identity


Q36. Highest point of frequency curve

๐ŸŸฉ Answer: (c) Mode
๐Ÿง  Trick: Peak of frequency curve = Mode


Q37. A.M. = 25, G.M. = 15 โ‡’ H.M. = ?

๐ŸŸฉ Answer: (d) 10
๐Ÿง  Trick: Use: AM ร— HM = (GM)^2
๐ŸŸฅ Correction: Actually HM = 9, not 10
โ†’ Looks like the PDF key is wrong again.


Q38. A.M. of 7, xโ€“2, x+3 is 9. Find x

๐ŸŸฉ Answer: (b) 10
๐Ÿง  **Trick:(**7+x-2+x+3)/3=9 solve for x


Q43. G.M. of 3, 12, 48

๐ŸŸฉ Answer: (a) 12
๐Ÿง  Trick: Again a repetition


Q44. H.M. of 6, 12, 14

๐ŸŸฉ Answer: (a) ( \frac{72}{7} )
๐Ÿง  Trick: Use H.M. = ( \frac{3}{\frac{1}{6} + \frac{1}{12} + \frac{1}{14}} )


Q45. If 2x = 7y, G.M. of y = 1 โ‡’ G.M. of x = ?

๐ŸŸฉ Answer: (c) 7/2
๐Ÿง  Trick: If 2x=7ร—1

\=> 2x=7 =>x=7/2 (ans)


Q46. If 3x + 5y = 15 and median of x = 2 โ‡’ median of y?

๐ŸŸฉ Answer: (a) 1.8

explain: x=2, 3ร—2+5y=15 โ†’ 5y=15-6 โ†’5y=9 โ†’ y=1.8


Q47. A.M. of 1, 2, ..., n

๐ŸŸฉ Answer: (b) (n+1)/2 (rem)
๐Ÿง  Trick: Same as Q2/Q28 โ€” memorize this


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the_OldSchool_coder
the_OldSchool_coder

I am a passionate full-stack web developer with expertise in designing, developing, and maintaining scalable web applications. With a strong foundation in both front-end and back-end technologies, I specialize in creating dynamic user experiences and robust server-side solutions. Proficient in modern frameworks like React, Angular, Node.js, and Django, I thrive on crafting efficient, clean code and optimizing performance. Whether building RESTful APIs, designing responsive interfaces, or deploying applications to the cloud, I bring a results-driven approach to every project.Let me know if you'd like to customize it further, perhaps including your specialties or experience level!