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Introductory Statistics Lesson 4.2 A Objective: SSBAT determine if a probability experiment is a binomial experiment. SSBAT how to find binomial probabilities using the binomial probability formula. Standard: S2.5B Binomial Experiment A Probability Experiment that satisfies the following: 1. The experiment is repeated for a fixed number of trials, where each trial is independent of the other trials. 2. There are only 2 possible outcomes for each trial. The outcomes can be classified as a success (S) or a failure (F) 3. The probability of a success P(S) is the same for each trial 4. The random variable x counts the number of successful trials Notations for Binomial Experiments n = Number of times a trial is Repeated p = Probability of Success P(S) q = Probability of Failure P(F) x = Represents a count of the number of successes in n trials: x = 0, 1, 2, 3, …, n Examples: Find the following for each a) Determine if it is a Binomial Experiment b) If it is, specify the n, p, and q values, and list the possible values of x 1. You select a card from a standard deck, note whether or not it is a club, then replace the card. You repeat this experiment 5 times. a) Yes – it satisfies all 4 conditions b) n = 5 p = P(S) = 13 52 = 0.25 q = P(F) = 1 – 0.25 = 0.75 x = 0, 1, 2, 3, 4, 5 2. A certain surgical procedure has an 85% chance of success. A doctor performs the procedure on eight patients. The random variable, x, represents the number of successful surgeries. a) Yes – it satisfies all 4 conditions b) n = 8 p = P(S) = 0.85 q = P(F) = 0.15 x = 0, 1, 2, 3, 4, 5, 6, 7, 8 3. A jar contains five red marbles, nine blue marbles, and six green marbles. You randomly select three marbles from the jar, without replacement. The random variable represents the number of red marbles. a) Not a Binomial Experiment The marble is not replaced so each trial does not have the same probability of success. The probability of success changes after each trial. 4. You take a multiple choice quiz that consists of 10 questions. Each question has four possible answers, only one of which is correct. To complete the quiz, you randomly guess the answer to each question. The random variable represents the number of correct answers. a) Yes – it satisfies all 4 conditions b) n = 10 p = P(S) = ¼ = 0.25 q = P(F) = 1 – 0.25 = 0.75 x = 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 5. Tom makes 79% of his free-throw attempts. He attempts 12 free-throws at practice. The random variable represents the number of successful free-throws. a) Yes – it satisfies all 4 conditions b) n = 12 p = P(S) = 0.79 q = P(F) = 1 – 0.79 = 0.21 x = 0, 1, 2, 3, 4, 5, 6, 7, 8 , 9, 10, 11, 12 There are several ways to find the probability of x successes in n trials. One is using a tree diagram and the multiplication rule, like we did in Chapter 3. Another way is to use the Binomial Probability Formula Binomial Probability Formula The probability of exactly x successes in n trials is: P(x) = nCx px qn-x = 𝑛! 𝑛−𝑥 !𝑥! 𝑝 𝑥 𝑞 𝑛−𝑥 Examples. 1. Microfracture knee surgery has a 75% chance of success on patients with degenerative knees. The surgery is performed on 3 patients. Find the probability of the surgery being successful on exactly 2 patients. (source: Illinois Orthopaedic and Sports Medicine Centers) P(x) = nCx px qn-x Identify the variables n = 3, p = .75, q = .25, x = 2 P(2 successes) = 3C2 (.75)2 (.25)1 P(2 successes) ≈ 0.422 2. A card is selected from a standard deck of cards and replaced. This experiment is repeated a total of 5 times. Find the probability of selecting exactly 3 clubs. P(x) = n = 5, p= 13 52 nCx = 0.25, px qn-x q = 1 – 0.25 = 0.75, P(3 clubs) = 5C3 (0.25)3 (0.75)2 P(3 clubs) ≈ 0.088 x=3 3. A multiple-choice quiz consists of 8 questions. Each question has 5 possible choices, with only 1 correct answer. If you forgot to study and randomly guess on each question, what is the probability you get exactly 5 questions correct? P(x) = n = 8, p= 1 5 nCx px qn-x = 0.2, q = 1 – 0.2 = 0.8, P(5 successes) = 8C5 (.2)5(.8)3 P(5 successes) ≈ 0.009 x=5 Homework Worksheet 4.2 A