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PEAMCQModerate

2024 PEA Q20

Consider XBin(n,p)X\sim\text{Bin}(n,p). Which of the following is incorrect?

Reveal answer and solution

Answer

D

Solution

  1. 1

    A. A standard result: when npZnp\in\mathbb{Z}, the mode equals npnp, which is the mean. True.

  2. 2

    B. For Bin(n,12)\text{Bin}(n,\tfrac12) with nn even, the distribution is symmetric about n/2n/2, so n/2n/2 is the median. True.

  3. 3

    C. (nk)pk(1p)nk=(nk)pnk(1p)k\binom{n}{k}p^{k}(1-p)^{n-k}=\binom{n}{k}p^{n-k}(1-p)^{k} for all kk requires (p/(1p))k=(p/(1p))nk(p/(1-p))^{k}=(p/(1-p))^{n-k} for all kk, which forces p=1pp=1-p, i.e.\ p=12p=\tfrac12. True.

  4. 4

    D. The mode of Bin(n,p)\text{Bin}(n,p) lies at (n+1)p\lfloor(n+1)p\rfloor. When (n+1)p(n+1)p is an integer, BOTH (n+1)p1(n+1)p-1 and (n+1)p(n+1)p are modes, so the distribution is bi-modal, not unimodal. Hence the statement is incorrect.

Answer structure / marking notes

Two adjacent integers can be modes simultaneously when (n+1)pZ(n+1)p\in\mathbb{Z}.

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Content note

Imported from public/resources/isi/msqe/solutions/pea/2024/ISI_MSQE_PEA_2024_Solutions.tex. Question wording is retained from the available local TeX source; incomplete option blocks or ambiguous source status are flagged for review.