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Introduction to Probability – Experimental Probability
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What does it mean when you give someone a choice between 2 options and they respond with “flip a coin”?
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Investigation: Experimental Probability How does flipping a coin relate to the gender of a baby? How likely is it that a family with 3 children has 3 boys? How could you use coins to simulate this?
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Baby Simulation 1.Decide which gender each outcome (heads and tails) will correspond to. 2.Flip 3 coins. Record the results This represents one family with 3 children 3.Repeat 19 more times. 4.Calculate the experimental probability of 0, 1, 2, 3 heads. 5.Record your results in a table. Number of Heads, XTallyFrequencyP(X) 0II22 / 20 1IIIII II77 / 20 2IIIII III88 / 20 3III33 / 20
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Our results: Reflect: How many different outcomes are there? Do they have different probabilities? Team1234Total 0 1 2 3
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“Fair game” A game is fair if… all players have an equal chance of winning and equal payouts OR each player can expect to win or lose the same number of times in the long run with equal payouts OR each player's expected payoff is zero
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Are the following games fair? Katie and Jaime: Roll a die If a 1, 2 or 3 shows, Katie pays Jaime $1. If a 4, 5 or 6 shows, Jaime pays Katie $1. Roll a die If an odd number shows, Katie pays Jaime $1. If an even number shows, Jaime pays Katie $2. Draw cards from a standard card deck If it’s a red card, Katie pays Jaime $1. If it’s a spade, Jaime pays Katie $1. Flip 3 coins If 3 tails show, Katie pays Jaime $7.5. Otherwise, Jaime pays Katie $2.5.
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Important vocabulary Trial : one repetition of an experiment Random variable : a variable whose value corresponds to the outcome of a random event
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Important vocabulary Expected value : the expected outcome of random variable after many repetitions Event : a set of possible outcomes of an experiment (e.g. drawing a heart) Simulation : an experiment that models an actual event (e.g. flip a coin to simulate the gender of a baby)
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Probability A measure of the likelihood of an event based on how often a particular event occurs in comparison with the total number of trials Probabilities derived from experiments are known as experimental probabilities
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Experimental Probability The observed probability of an event A in an experiment Written like this: P (A) Found using this formula: P(A) = number of times A occurs total number of trials *note: probability will always be between 0 and 1 0 = it will never happen 1 = it will happen every time Can be written as a fraction, decimal or percent
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