The Mathematics of Maybe: Introduction to Probability | Exercise 7.2

Question 6

Suppose you roll a 6-sided die 12 times and get a '3' three times.

(i) What is the experimental probability of rolling a '3'?

(ii) What is the theoretical probability of rolling a '3'?

(iii) Why might these probabilities be different? What would you expect to happen if you roll the die 60, 600, or 6000 times?

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Solution

We will find the experimental and theoretical probabilities of rolling a '3'.

Step 1 — Calculate experimental probability

Experimental probability uses actual results. We rolled the die 12 times. We got a '3' three times.

P(rolling a ’3’ experimentally)=Number of times ’3’ appearedTotal number of rollsP(\text{rolling a '3' experimentally}) = \frac{\text{Number of times '3' appeared}}{\text{Total number of rolls}}

=312= \frac{3}{12}

=14= \frac{1}{4}

P(3) experimentally=14\boxed{P(\text{3}) \text{ experimentally} = \frac{1}{4}}

Diagram 1

Step 2 — Calculate theoretical probability

Theoretical probability is based on possibilities. A standard die has 6 faces. Each face has an equal chance of appearing. Only one face shows a '3'.

P(rolling a ’3’ theoretically)=Number of favorable outcomesTotal number of possible outcomesP(\text{rolling a '3' theoretically}) = \frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}

=16= \frac{1}{6}

P(3) theoretically=16\boxed{P(\text{3}) \text{ theoretically} = \frac{1}{6}}

Step 3 — Explain differences and future expectations

The probabilities are different. Experimental probability comes from a small number of trials. It can vary a lot due to chance. Theoretical probability is what we expect from a fair die. It assumes all outcomes are equally likely.

As we roll the die more times, the experimental probability gets closer to the theoretical probability. This is called the Law of Large Numbers. If we roll 60 times, the experimental probability will be closer to 1/6. If we roll 600 times, it will be very close to 1/6. If we roll 6000 times, it will be almost exactly 1/6.

Answer

(i) The experimental probability of rolling a '3' is 14\frac{1}{4}. (ii) The theoretical probability of rolling a '3' is 16\frac{1}{6}. (iii) The probabilities are different because experimental probability uses actual results from a limited number of trials, which can vary by chance. Theoretical probability is based on an ideal, fair die. As the number of rolls increases (e.g., 60, 600, 6000 times), the experimental probability would get closer and closer to the theoretical probability of 16\frac{1}{6}.

More questions in Exercise 7.2

Q1

A teacher mixes a large bag of sweets of different colours and randomly selects a sample of 30 sweets. She counts the number of sweets of each colour: 10 red sweets | 8 green sweets | 7 yellow sweets | 5 blue sweets

(i) Calculate the probability that a randomly picked sweet from the sample is green. (ii) If there are 600 sweets in total in the large bag, estimate how many are likely to be yellow, based on the sample results.

Q2

A survey is conducted at a school where a random sample of 40 students is asked about their favourite club. The responses are are: 14 students: Science Club | 11 students: Arts Club | 9 students: Sports Club | 6 students: Debate Club Assume there are 800 students in the whole school.

(i) What is the probability that a randomly chosen student from the sample prefers the Arts Club?

(ii) Using the sample results, estimate how many students in the whole school are likely to prefer the Sports Club.

Q3

Toss a coin 20 times and record the result each time (heads or tails).

(i) How many times did you get heads?

(ii) How many times did you get tails?

(iii) Calculate the experimental probability of getting heads.

(iv) If you toss the coin once more, what is the probability of getting tails?

Q4

Toss a paper cup into the air 100 times. After each toss record whether the cup lands on its bottom, upside down on its top or on its side (See Fig. 7.5). Assign probabilities to the outcomes by using experimental probability.

Q5

What is the probability of getting an even number when rolling a fair 6-sided die?

Q6

Suppose you roll a 6-sided die 12 times and get a '3' three times.

(i) What is the experimental probability of rolling a '3'?

(ii) What is the theoretical probability of rolling a '3'?

(iii) Why might these probabilities be different? What would you expect to happen if you roll the die 60, 600, or 6000 times?

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