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IB Maths AI HL 4.7 Discrete random variables Question Bank

Practise IB Mathematics SL/HL 4.7 by applying discrete random variables methods to exam-style questions.

Syllabus
First assessment 2021
Course
Mathematics: applications and interpretation HL
Level
HL

Exam points

  • identify the mathematical structure, variable or representation
  • select and apply the correct theorem, formula or algorithm
  • check the result using units, domain, graph or logical reasoning

SL 4.7—Discrete random variables question 1

[Maximum number: 12]

This question is about applying ideas from logarithms, calculus and probability to an unfamiliar mathematical theory called information theory.
Claude Shannon developed a mathematical theory called information theory to measure the information gained when random events occur. He defined the information, I, that is gained when an event with probability p occurs as

I=lnpI=-\ln p

where 0<p10<p \leq 1. For example, no information is gained ( I=0 ) when an event is certain to occur(p=1)\operatorname{occur}(p=1).

Question (a)

(a)

For the integer guessing game described in part (b), when Daniel asks if y is 7 , there are two possible outcomes: " y is 7 " or " y is not 7 ".

[ 4 ]

Question (i)

(i)

Show that the expected information gained by Daniel is 0.325 , correct to three significant figures.

[ 2 ]

Question (ii)

(ii)

Alessia asks if x is odd. Show that her expected information gained is greater than Daniel's expected information gained.

Information theory can be applied to a variety of situations.

[ 2 ]

Question (b)

(b)

When a coin is flipped, the outcome is either heads or tails. The coin may be biased. Let p be the probability of the outcome being heads.

[ 1 ]

Question (i)

(i)

Find, in terms of p, the expected information gained when the coin is flipped once.

[ 1 ]

Question (c)

(c)

Angela wants to decide how many balls should be compared to each other in the first weighing. She produces the following table to help plan her strategy.

Table for Question (c) — IB Maths AI HL
[ 7 ]

Question (i)

(i)

Find the value of x. Justify your answer.

[ 2 ]

Question (ii)

(ii)

Find the value of y.

[ 2 ]

Question (iii)

(iii)

Find the value of z.

[ 2 ]

Question (iv)

(iv)

Use the table to suggest the best choice for Angela's first weighing.

Justify your answer.

[ 1 ]
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