Statistics MCQs 2018 – Lahore Board Inter Part 1

Practice these 17 solved objective-type Statistics MCQs from the 2018 Lahore Board Inter Part 1 Paper I exam. Each question below includes the verified correct answer and a short explanation. Scroll down to attempt the interactive quiz version with instant scoring.

1. In qualitative data, the most suitable average is:

(A) Arithmetic mean   (B) Geometric mean   (C) Harmonic mean   (D) Mode

Correct Answer: (D) Mode — Since qualitative data has no numerical value to average, the most frequently occurring category (mode) is used.

2. If β₂ < 3 the distribution is:

(A) Mesokurtic   (B) Leptokurtic   (C) Platykurtic   (D) Symmetrical

Correct Answer: (C) Platykurtic — A distribution flatter than normal, with β₂ < 3, is called platykurtic.

3. If X and Y are two random variables then E(X − Y) =

(A) E(X) + E(Y)   (B) E(X) − E(Y)   (C) E(X) E(Y)   (D) X E(Y)

Correct Answer: (B) E(X) − E(Y) — By linearity of expectation, E(X − Y) = E(X) − E(Y).

4. In hyper-geometric distributions, trials are:

(A) Independent   (B) Dependent   (C) Mutually exclusive   (D) Not fixed

Correct Answer: (B) Dependent — Since sampling is without replacement, each trial depends on previous outcomes.

5. Brand of a soap is ---- variable:

(A) Quantitative   (B) Qualitative   (C) Imaginary   (D) Continuous

Correct Answer: (B) Qualitative — A soap brand is an attribute, not a measurable number.

6. Probability of an event cannot be:

(A) 0   (B) Negative   (C) 1   (D) Positive

Correct Answer: (B) Negative — Probability must lie between 0 and 1.

7. Headings for different columns in a table are called:

(A) Stub   (B) Title   (C) Column captions   (D) Prefatory note

Correct Answer: (C) Column captions — Column headings in a table are called column captions.

8. Laspeyre's index number is also named as:

(A) Current year weighted   (B) Base year weighted   (C) Ideal index number   (D) Simple index number

Correct Answer: (B) Base year weighted — It uses fixed base-period quantities as weights.

9. If p = q = 1/2, the binomial distribution is a:

(A) Skewed   (B) Asymmetrical   (C) Symmetrical   (D) Positively skewed

Correct Answer: (C) Symmetrical — Equal p and q make the binomial distribution perfectly balanced.

10. S.D (y + a) = ----

(A) SD(y) + a   (B) |a| SD(y)   (C) SD(y)   (D) a² SD(y)

Correct Answer: (C) SD(y) — Adding a constant doesn't change the spread of the data.

11. A graph of cummulative frequency curve is called:

(A) Histogram   (B) Pie chart   (C) Bar chart   (D) Ogive

Correct Answer: (D) Ogive — A cumulative frequency curve is called an ogive.

12. If √β₁ = 0, the distribution is:

(A) Positively skewed   (B) Symmetrical   (C) Negatively skewed   (D) Leptokurtic

Correct Answer: (B) Symmetrical — A zero skewness coefficient indicates symmetry.

13. In a symmetrical distribution:

(A) Mean = median = mode   (B) Mean > median > mode   (C) Mean < median < mode   (D) Mean > median < mode

Correct Answer: (A) Mean = median = mode — All three central measures coincide in a symmetrical distribution.

14. In index number base year should be:

(A) First year   (B) Second year   (C) Last year   (D) Normal year

Correct Answer: (D) Normal year — A stable, unaffected year makes the fairest base for comparison.

15. Σ(y − ȳ) =

(A) 0   (B) 1   (C) Least   (D) Minimum

Correct Answer: (A) 0 — Deviations from the mean always sum to zero.

16. If A and B are mutually exclusive events then P(A ∪ B) equal to:

(A) P(A) + P(B)   (B) P(A) + P(B) + P(A ∩ B)   (C) P(A) + P(B) − P(A ∩ B)   (D) P(A) − P(B) − P(A ∩ B)

Correct Answer: (A) P(A) + P(B) — For mutually exclusive events, P(A ∩ B) = 0, simplifying the addition rule.

17. A random variable is also named as:

(A) Chance variable   (B) Qualitative variable   (C) Attribute   (D) Discrete variable

Correct Answer: (A) Chance variable — Since its value depends on a random experiment's outcome, it's also called a chance variable.

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