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Notes From David Palay: Chapter 5.1 Introduction to Probability What are the chances that…
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Probability From the book, – “The probability of an outcome is defined as the long- term proportion of times the outcome occurs.” From Wikipedia, – “Probability is a way of expressing knowledge or belief that an event will occur or has occurred.” Mr. David Palay, – “Probability is the chance something will or will not happen”
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Terms Experiment – An activity where the outcome is uncertain NOT NECESSARILY UNKNOWN, JUST UNCERTAIN Outcome – Result of a single trial of an experiment Sample Space – Collection of all possible outcomes of an experiment Event – Collection of outcomes from the sample space of an experiment
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Rules of Probability
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Are these valid probabilities?
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Rules of Probability (continued) For any given experiment, the probability of the sum of the outcome probabilities in the sample space must equal 1. – SOMETHING has to happen, or we have an incomplete sample space.
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Experiment & Theory Experimental Probability: – Also called the “relative frequency method” – Probability we get from the results of running tests. Theoretical Probability: – Also called the “classical method” – The probability calculated based on the rules of mathematical probability. (Which we will touch on later)
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Dice nomenclature
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Some Examples ExperimentSample Space Example Events Roll 1d6 Flip two coins Randomly pick a billiard ball Rolling a six: {6} Rolling an even number: {2, 4, 6} Rolling under a 3: {1,2} Getting 2 heads {HH} Getting at least 1 head {HH, HT, TH} Picking a solid: {1, 2, 3, 4, 5, 6, 7, 8} Picking a yellow ball {1, 9} Picking the 8-ball {8}
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Basic Probability
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Ok, that sounds easy.. Find: P(rolling a 3 on 1d6): P(rolling odds on 1d6): Which is greater? Why?
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More Practice Standard deck of cards: 4 suits {Spades, Diamonds, Hearts, Clubs} and 2-10, Ace, Jack, Queen, King. The Jack, Queen, and King are considered “Face cards” P(drawing a 3 from a shuffled deck): P(drawing a face-card of hearts):
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Slightly harder now…
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2d6 continued 123456 1 2 3 4 5 6
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So, we can see…
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Law of Large Numbers Given a sufficiently large number (infinite) of trials, the Experimental Probability will approach the Theoretical Probability
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The Great Glass Rod Problem If we take a glass rod, and break it at two random points, what is the probability that we will be able to form a triangle with the pieces.
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Subjective Probability Intuition. Guessing. Personal Judgement.
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