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Distributions Day 1: Review Probability Functions Binomial Distribution Blaise Pascal
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Warm-up Problem A mechanic fixes 3 bicycles in a day. On each bike, there is a 25% chance that he makes a mistake. Draw a tree diagram to represent this situation. Create a table for the probability distribution of X, the number of mechanical mistakes. Find E(X) Find P(X>0). Given that he makes at least one mistake, find the probability that he makes an odd number of mistakes
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Warm-up Problem Revisited (Could you do this quickly?) A mechanic fixes 1000 bicycles in a year. On each bike, there is a 25% chance that he makes a mistake. Draw a tree diagram to represent this situation. Create a table for the probability distribution of X, the number of mechanical mistakes. Find E(X) Find P(X>0). Given that he makes at least one mistake, find the probability that he makes an odd number of mistakes
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Quiz Next Class Basic Probability and Conditional Probability See the most recent assessment Probability Functions Creating a table and/or graph Expected value, or mean of a distribution
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Today’s Goal Explore a distribution called the “Binomial Distribution” through the traits of algebraic expressions.
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The Big Problem
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Problem Set Describe the possible outcomes from tossing: 1 coin 2 coins 3 coins 4 coins
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Coin Flips, sorted by n(H) Expansions, sorted by power of a 1(1H,0T), 1(0H,1T) 1(2H,0T), 2(1H,1T), 1(0H,2T) 1(3H,0T), 3(2H,1T), 3(1H,2T), 1(0H,3T) 1(4H,0T), 4(3H,1T), 6(2H,2T), 4(1H,3T), 1(0H,4T)
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Patterns to note, Part 1 Coin Flips Organize the outcomes by “number of heads”. The number of heads decreases from n to 0, while the number of tails increases from 0 to n. Binomial Expansion Organize the terms by degree according to a. The degree (or power) of a decreases from n to 0, while the degree of b increases from 0 to n.
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Powers of a and b Note that the exponents always have a sum of n (or 5 in the example) Using this reasoning, we can solve part of the Big Problem.
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The Big Problem Disregarding the coefficient c, what will the x 3 term look like?
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Starting at ZERO Write your name on the front of the card, and the name of a family pet (or a neighbor’s pet) on the inside (Ignore this…we did it last year)
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Patterns to note, Part 2 The Coefficients The coefficients exhibit symmetry, with the largest one (or two) in the middle of the distribution How can we get the coefficients?
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Finding the Coefficients Recursive/Reference method The coefficients may be found on the “n th ” level of Pascal’s triangle, if we call the top level the “0 th ” Explicit Method To find the “r th ” coefficient in an expansion of power “n”, use combinations. You must call the leading coefficient the “0 th ” coefficient.
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Blaise Pascal (1623-1662) Invented the Pascaline, a mechanical calculator Work on Vacuums and Liquids, Conic Sections, Algebra, Probability, Philosophy and Religion (Pensees) Contemporaries: Fermat, Newton, Leibniz, Cavalieri
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Pascal’s Triangle [get]
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Using Combinations Pascal’s triangle has rows and columns. To find the number in the n th row and the r th column (remember that we start counting at zero!), use combinations For example, the work below shows how to find number in the 12 th row, 5 th column.
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Powers and Coefficients Together
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The Big Problem
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Distributions Review Binomial Theorem The General Term
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After the test C) A six-sided die is rolled 4 times. Determine the probability that a multiple of three will appear exactly 3 times. Hint: the outcomes for each roll should be “Multiple of 3” and “Not a multiple of 3”
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Binomial Theorem Summary
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Formula for the rth term in an expansion of the nth power
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The Big Problem
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Activity Exercise 4.1.2: 1, 2 (a, e on each) Complete the big problem, if you have not already. Don’t do: 6, 11
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Distributions Binomial Theorem Review
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Warm-up 4.1.2: 1c, 6
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Exercise/Homework 4.1.2 7 11, 12 (you may use Pascal’s Triangle)
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Analyzing Pascal’s Triangle Powers of 2 Powers of 4 The Fibonacci Sequence The first two Perfect Numbers Perfect Squares Perfect Cubes?
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