Tree Diagrams and Sampling With/Without Replacement Owen Xia, Julian Lim, Nitin Shyamkumar and Joseph Myles.
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Tree Diagrams and Sampling With/Without Replacement Owen Xia, Julian Lim, Nitin Shyamkumar and Joseph Myles What is a Tree Diagram? • Tree diagrams map out all the possible possibilities as a tree. • This tree diagram shows the possibilities of three coin tosses. • For example, the possibilities include three heads, two heads and one tail, one head and two tails and three tails. Heads Heads Heads Tails Tails Heads Tails Heads Heads Tails Tails Tails Heads Tails 50% Heads 50% Heads 50% Heads 50% Tails 12.5% 50% Tails 12.5% 50% Heads 12.5% 50% Tails 12.5% 50% Heads 50% Heads 50% Tails 50% Tails 50% Tails 12.5% 50% 12.5% Heads 50% Tails • • 12.5% 12.5% In order to represent the probability of each outcome, we multiply the probability of each independent or dependent event that’s happening. For example, the possibility of getting three heads is equal to the product of the three outcome probabilities. Since the chance of getting heads is an independent event, it always has a chance of 50%. Therefore, the chance of getting three heads is 12.5%. What does it mean? Chance of Chance of 2 Chance of 1 Chance 3 Heads Heads, 1 Tail Head, 2 Tails of 3 Tails 12.50% 37.50% 37.50% 12.50% •The probabilities of all the outcomes are expressed in the above table. The probabilities of the same outcome are added together and are thus expressed. •The sum of all probabilities will always equal 1. •In this situation, the multiple coin tosses are independent events. Later, we will investigate dependent events. Problem • If you roll two die, what is the probability of receiving a sum of at least 8? Make a tree diagram and find the probability. • Answer: There is a 15/36 or 5/12 possibility of receiving a sum of at least 8. Tree Diagram of Answer (Red notates every outcome with a sum greater than 8) 1 2 3 4 5 6 1 2 3 4 5 6 1 2 3 4 5 6 1 2 3 4 5 6 1 2 3 4 5 6 1 2 3 4 5 6 1 2 3 4 5 6 Every outcome has a 1/36 chance of occurring. There are 15 outcomes with a sum of at least 8. Therefore, the chance of getting a sum of at least 8 is 15/36 We will now explain dependent events. Dependent Events • A dependent event is an event whose outcome can be influenced by a preceding event. The most common type of dependent event is “without replacement” • Example: Shim Dragon has to randomly pick two students to compete in the All Valley Math Tournament and Nitin really wants to go. • Shim Dragon’s chances of picking Nitin the first time are 1/30. If she does not pick Nitin at first, he has a 1/29 chance to be picked because there are only 29 other kids to pick from, as opposed to 30. • You can find the probability of Nitin getting picked by adding both probabilities, resulting in a 59/870 chance of him being able to go to the All Valley Math Tournament. Dependent Events with Tree Diagrams • Like independent events, dependent events can also be expressed in tree diagrams. • Example: If Joe reaches into a bag containing 12 blue marbles and 17 red marbles and pulls out two marbles, what are the chances of him getting one blue and one red? 16/28 17/29 Red Red 12/28 Blue 17/28 12/29 Blue Red 272/812 204/812 204/812 11/28 Blue 132/812 There is a 102/203 chance of getting one blue and one red With/Without Replacement • The problem we just did is implied to be “without replacement.” • Therefore, the term “with replacement” ensures independent events and the term “without replacement” means dependent events. • In the IB Exam, it will either be explicitly stipulated or implied whether or not the events are independent or dependent. Final Problem: There is a box of 6 sprinkled donuts, 6 jelly donuts and 12 glazed donuts. If Albert randomly picks three donuts without replacement (because he loves donuts), what are his chances of picking exactly two jelly donuts? If Albert randomly picks three donuts with replacement (because likes to touch other people’s food), what are his chances of picking a glazed donut first and then picking two sprinkled donuts? HL Book: 18F 3-9 Odds