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Area of Study: Probability Multistage events and applications of probability Topic: Brief Summary from Syllabus: The focus of this topic is on counting the number of outcomes for an experiment, or the number of ways in which an event can occur, and the calculation of outcomes expected from simple experiments and comparing them with experimental results. The probability of particular outcomes can then be established. Syllabus pages: 96-97 Outcomes addressed: MG2H-1, MG2H-2, MG2H-8, MG2H-9, MG2H-10 Estimated number of lessons: Syllabus Content, Applications, Considerations, Links to Resources, Teaching strategies, Learning Experiences etc Notes Note: The symbol # denotes that this is non-compulsory extension / enrichment material Formulae involving factorial notation are not required in the Preliminary Mathematics General course, the HSC Mathematics General 2 course or the HSC Mathematics General 1 course. Tex t Ref. Students will have different levels of familiarity with probability contexts such as those involving dice and card games. While games of chance are to be investigated, the small chance of winning large prizes in popular lotteries and number draws should be emphasised. ‘Probability tree diagrams’ can be developed as a shorthand for tree diagrams in which every branch represents an equally likely event. Using the multiplication principle and a tree diagram in which every branch represents an equally likely event establishes the conceptual background for multiplying along branches of a probability tree diagram. Technology Students should use probability simulations for large numbers of trials, eg tossing a coin, or rolling a die, two hundred times. The graphing facility of a spreadsheet could be used to investigate results. Students could use appropriate technology to develop simulations of experiments such as those listed above Content multiply the number of choices at each stage to determine the number of outcomes for a multistage event 7B Content establish that the number of ways in which n different items can be arranged in a line is n n 1n 2 … 1 , eg the number of 7C arrangements of four different items is 4 3 2 1 24 ; the number of arrangements of three different items is 3 2 1 6 Resource PB_Resource_Library\3_Counting_Techniques\10_GenMathsCountingTechniquesProb ability.doc PB_Resource_Library\3_Counting_Techniques\20_Counting_Techniques.flp PB_Resource_Library\3_Counting_Techniques\30_Probability_cards.pdf Application Content construct and use tree diagrams to establish the outcomes for a simple multistage event Consideration Establishing the number of arrangements (ordered and unordered) that can be obtained should include the use of tree diagrams and making lists Content establish the number of ordered selections that can be made from a group of different items (small numbers only), eg if selecting two particular positions (such as captain and vice-captain) from a team of five people, the number of selections is 5 4 20 7D Content establish the number of unordered selections that can be made from a group of different items (small numbers only), eg if selecting a pair of people to represent a team of five, the number of selections is half of the number of ordered selections 7E In how many ways can the names of three candidates be listed on a ballot paper? What is the probability that a particular candidate’s name will be at the top of the paper? Check by listing. PB3 – Multi Stage Events Page 1 of 9 7D, E, F Document1 Content use the formula for the probability of an event to calculate the probability that a particular selection will occur 7F Content use probability tree diagrams to solve problems involving two-stage events 7G Consideration Content 7H Resource PB_Resource_Library\2_Financial_Expectation\Financial_Expectation.d oc Content 7I Applications 7K Class discussion should include whether a particular event is obviously dependent or independent, eg a set of free throws in basketball. Some people are of the view that the success of each shot is independent of the result of the last shot. Others suggest that there is a dependent psychological impact of success or failure based on the result of the last shot. Despite many statistical studies of basketball free throws, neither view has been established as correct. There may be similar implications for the number of faults served in a tennis match. calculate the expected number of times a particular event would occur, given the number of trials of a simple experiment, by establishing the theoretical probability of the event and multiplying by the number of trials compare the result in the previous dot point with an experimental result Forty people are given Drug X for the treatment of a disease. Drug X has a success rate of 80%. How many patients can be expected to be treated successfully? Solution Number of patients expected to be treated successfully 40 0.80 32 . Data collected in a certain town suggests that the probabilities of there being 0, 1, 2, 3, 4 or 5 car thefts in one day are 0.10, 0.35, 0.30, 0.08, 0.15 and 0.02, respectively. What is the expected number of car thefts occurring on any particular day? Solution Expected number of car thefts 0 0.10 1 0.35 2 0.30 3 0.08 4 0.15 5 0.02 1.89 The expected number of car thefts is 1.89 cars per day. Given the following options: (A) a sure gain of $300 (B) a 30% chance of gaining $1000 and a 70% chance of gaining nothing, calculate the financial expectation of option A and of option B. In this example, the financial expectations are equal. Given a choice, many people would select option A because it is certain. This example illustrates that many decisions are not made based on financial expectation alone. Consideratio n Paul plays a game involving the tossing of two coins. He gains $5 if they both show heads and $1 if they show a head and a tail, but loses $6 if they both show tails. What is his financial expectation for the game? Expected value includes financial expectation calculations. A financial loss is regarded as a negative. When playing games of chance, any entry fee into a game is considered a financial loss. Teacher’s evaluation of the topic and suggestions for changes to the program: PB3 – Multi Stage Events Assessment strategies used: Page 2 of 9 Document1 Additional resources used: Date of completion: PB3 – Multi Stage Events Signature of teacher: Page 3 of 9 Document1 Year 12 General Mathematics HSC Course - Lessons Topic – Multi Stage Events (PB2) Lesson 1 – Listing the Sample Space What is “Sample Space”? In short, the sample space refers to all of the possible outcomes of an event. For example, For flipping a coin the sample space is Heads or Tails… SS = {H,T} For rolling a die… SS = {1,2,3,4,5,6} What is a multi-stage event? A multi-stage event is a larger event that is made up of smaller simple events. To see the sample space for a multi-stage event it is useful to look at a tree diagram. Example 1 List the sample space for the event of a coin flipped and a die rolled. (i) (ii) Draw a tree diagram… List the sample space… SS = {H1, H2, etc… } Example 2 List the sample space for when a couple has three children. (i) (ii) Draw a tree diagram… List the sample space… SS = {BBB, BBG, BGB, … … } Class Work Exercise 7A (p221) Q1-10 Lesson 2 – Fundamental Counting Theorem What is the Fundamental Counting Theorem? In the example of a coin tossed and a die rolled there where 12 outcomes. When we looked at the amount of possibilities for a couple having three children, there were eight possibilities. How do we work these out? The Fundamental Counting Theorem is a fancy name for a law that says; “If there is more than one event, then you can calculate the number of total possibilities by multiplying the number of choices of each event.” See p212, Blue Box for official definition! Example 1 On a restaurant menu, there are 5 entrees, 8 mains and 6 desserts. How many different combinations of meals are there? Example 2 Number plates can be made up of two letters, followed by four digits. How many different number plates can be made? Class Work Exercise 7B (p222) Q1-12 Lesson 3 – Ordered Arrangements of n items PB3 – Multi Stage Events Page 4 of 9 Document1 Example 1 There are three letters on cards; A, B, C. In how many ways can the cards be placed in a line? List the possibilities. Example 2 Group work! In a group of four: Stand in a line of four people – how many different possibilities are there? How did you work this out? How many times does a person stand in 1st place; 2nd place; 3rd place; 4th place? Class Work Exercise 7C (p224) Q1-13 Lesson 4 – Ordered Selections Example 1 Group work! In a group of four: Take turns at standing in a line of two people from your group of four – how many different possibilities are there? How did you work this out? How many times does a person stand in 1st place; 2nd place; not in the queue? Example 2 How many three letter combinations can be made from the letters in {B A T H}? (Draw a tree diagram to verify the result) Class Work Exercise 7D (p225) Q1-7 PB3 – Multi Stage Events Page 5 of 9 Document1 Lesson 5 – Unordered Selections What is the difference between an ordered selection and an unordered selection? In an ordered selection the order is important (eg. Standing in a line; filling the first 3 places of a race etc) while in an unordered selection the order doesn’t matter (eg. Choosing members of a team/committee)? Example 1 Five people (A, B, C, D, E) are nominated for a committee. In how many ways can two people be selected for the committee? Solution: At first it appears as though the answer is 5 4 = 20. But AB is the same as BA; and BC is the same as CB etc… So we need to divide by the number of ways that two people can be selected 5 4 (2 1). Hence the answer is: = 10 ways 2 1 Example 2 In how many ways can two people be selected to play tennis from four people called W, X, Y, Z? Solution: At first it appears as though the answer is 4 3 = 12. But WX is the same as XW; and XY is the same as YX etc… So we need to divide by the number of ways that two people can be 43 rearranged amongst themselves (2 1). Hence the answer is: = 6 ways 2 1 Example 3 In how many ways can a team of five basketball players be selected from ten people? Sol: The number of ways 5 people can be chosen from 10 people = 10 9 8 7 6 = ??? The number of ways 5 people can be rearranged amongst themselves = 5 4 3 2 1 = ? Sol = (10 9 8 7 6) ( 5 4 3 2 1) = The quicker and easier way to do all of this??? Use the nCr key on the calculator. Eg 5 choose 2 = 5C2 = 60… Class Work Exercise 7E (p227) Q1-12 PB3 – Multi Stage Events Page 6 of 9 Document1 Lesson 6 – Probability If all the possible outcomes for an event are equally likely then: The theoretical probability of an event, E, happening is: number of desired outcomes P(E) = total number of possible outcomes Example 1 A family decides to have four children. Assuming that boys and girls are equally likely; (a) How many outcomes are possible, if order of birth is important? (b) List all the possible outcomes (c) Find the probability that the family has: (i) all boys. (ii) two boys then two girls, where order is important. (iii) two boys then two girls, where order is not important. Class Work Exercise 7F (p230) Q1-17 (odd questions) Lesson 7 – Harder Probability Trees Example 1 One bag contains one red ball and one blue ball. Another bag contains one red, blue and yellow ball. One marble is drawn from each bag. Find the probability of picking two blue balls? Example 2 One bag contains two red balls and one blue ball. Another bag contains two red, one blue and one yellow ball. One marble is drawn from each bag. (a) Draw a tree diagram of the sample space (all possibilities) (b) Find the probability of picking two red balls? Rule – Finding Probabilities from Tree Diagrams… To find the probability of a tow stage events, find the product (multiply) of the probabilities along the branches leading to the desired event. Example 3 The probability of Mr Kastelan hitting the dart board is 0.7. If he has two throws, find the probability that he hits the target: (a) both times (b) no times (c) one time Note: What occurs when you add up all of the probabilities? Class Work Exercise 7G (p235) Q1,3,5,7,9,10 PB3 – Multi Stage Events Page 7 of 9 Document1 Lesson 8 – Expected Frequency of an Event What is “Expected Frequency”? Expected Frequency = probability of an event happening number of trials Example 1 The probability of a Mr Kastelan hitting the dart board if 08. How many times would you expect him to hit the dart board if he had 70 trials? Example 2 In a single roll of a die, list the probability of rolling a: (a) 6, (b) odd number, (c) number less than 3. If a die is rolled 600 times, how many times would you expect to roll a: : (a) 6, (b) odd number, (c) number less than 3. Class Work Exercise 7H (p237) Q1,3,5,7,9,,11,13 Lesson 9 – Expected Value Class Work Exercise 7J (p242) Q1, 3, 5, 6 PB3 – Multi Stage Events Page 8 of 9 Document1 Lesson 10 – Financial Expectation What is “Financial Expectation”? The financial expectation of an event is the theoretical expected return for the event. As a rule, Financial Expectation = (financial outcome probability of an outcome) Example 1 A game is played where a fair coin is tossed. If it’s heads, you win $10. If it’s tails, you lose $9. Calculate the financial expectation of the game. Outcome Financial Outcome Probability of an outcome H $10 0.50 T -$9 0.50 Financial Expectation = $10 0.50 + $9 0.50 = $0.50 i.e. If you were to play this game, over the long term you would expect to win $0.50 per game played. Eg. If you played 100 times, you’d expect 100 $0.50 = $50. Example 2 A business has a financial expectation where there is a 20% chance of making a $2000 profit, but a 10% chance of losing $3000. What is the Financial Expectation for this business? Outcome Profit Loss Financial Outcome $2000 $3000 Probability of an outcome 0.20 0.10 F.E. = 0.20 $2000 + 0.10 $3000 = +$100. Example 3 In a game, two coins are tossed. If you toss two heads you get $6. If you toss one head, you get $2. If you toss no heads you lose $10. What is the financial expectation for playing the game? FE = 0.25 $6 + 0.5 $2 + 0.25 $10 = ??? Example 4 A dice game is played where if you roll a two or three, you win $5. What would the penalty need to be for not rolling a two or three to make the financial expectation of the game zero. Outcome Win Lose Financial Outcome $5 $x Probability of an outcome 1/3 2/3 F.E. = 1/3 $5 + 2/3 $x = 0 etc…… Class Work Exercise 7K (p243) Q1, 3, 5-6, 7, 9, 11, 13, 15, 17, 20. PB3 – Multi Stage Events Page 9 of 9 Document1