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Notes From David Palay: Chapter 5.1 Introduction to Probability What are the chances that…

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1 Notes From David Palay: Chapter 5.1 Introduction to Probability What are the chances that…

2 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”

3 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

4 Rules of Probability

5 Are these valid probabilities?

6 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.

7 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)

8 Dice nomenclature

9 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}

10 Basic Probability

11 Ok, that sounds easy.. Find: P(rolling a 3 on 1d6): P(rolling odds on 1d6): Which is greater? Why?

12 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):

13 Slightly harder now…

14 2d6 continued 123456 1 2 3 4 5 6

15 So, we can see…

16 Law of Large Numbers Given a sufficiently large number (infinite) of trials, the Experimental Probability will approach the Theoretical Probability

17 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.

18 Subjective Probability Intuition. Guessing. Personal Judgement.


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