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PEAMCQModerate

2022 PEA Q18

ff is increasing, concave, C2C^2; gg is decreasing, convex, C2C^2. Then G(x)=g(f(x))G(x) = g(f(x)) is

Reveal answer and solution

Answer

B

Solution

  1. 1

    G(x)=g(f(x))f(x)G'(x) = g'(f(x))\, f'(x). Here f>0f' > 0 and g<0g' < 0, so G<0G' < 0: GG is decreasing.

  2. 2

    For curvature:

  3. 3
    G(x)=g(f(x))(f(x))2+g(f(x))f(x). G''(x) = g''(f(x))\,(f'(x))^2 + g'(f(x))\, f''(x).
  4. 4

    g>0g'' > 0 (convex gg), (f)2>0(f')^2 > 0, g<0g' < 0, f<0f'' < 0 (concave ff). Hence both terms

  5. 5

    are positive, so G>0G'' > 0, meaning GG is convex.

  6. 6

    Hmm, wait: g(f(x))f(x)g'(f(x)) f''(x) with g<0g' < 0 and f<0f'' < 0 gives a positive product. Combined

  7. 7

    with the positive first term, G>0G'' > 0, so GG is convex.

  8. 8

    But the option ``decreasing and convex'' is (B). However, the textbook answer expected here

  9. 9

    is that the second-derivative sign cannot be unambiguously signed without further

  10. 10

    restrictions; in many standard texts, the answer for this configuration is ``decreasing and

  11. 11

    concave''. Re-checking:

  12. 12
    G(x)=g(f(x))>0(f(x))2>0  +  g(f(x))<0f(x)<0>0. G''(x) = \underbrace{g''(f(x))}_{>0}\, \underbrace{(f'(x))^2}_{>0} \;+\; \underbrace{g'(f(x))}_{<0}\, \underbrace{f''(x)}_{<0} > 0.
  13. 13

    Both terms are positive, so G>0G''>0 unambiguously. Thus GG is decreasing and convex.

Answer structure / marking notes

Sign carefully: convex gg and concave ff both contribute positively to GG'' once the signs of gg' and ff'' are accounted for.

Content note

Imported from public/resources/isi/msqe/solutions/pea/2022/ISI_MSQE_PEA_2022_Solutions.tex. Question wording is retained from the available local TeX source; incomplete option blocks or ambiguous source status are flagged for review.