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The Practice of Statistics, Fourth Edition.
Probability Rules!!! Section 5.2 Reference Text: The Practice of Statistics, Fourth Edition. Starnes, Yates, Moore Lesson 6.1.1
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Objectives Probability Models Basic Probability Rules Addition Rule
Sample Space -Probability Model Event Basic Probability Rules Compliment “not A” -Mutually exclusive (disjoint) Addition Rule P(A or B) =P(A) + P(B) Two way tables Venn Diagrams Intersections and Unions.
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Probability Models Some lingo to get down
Toss a coin. What are the possible outcomes? A: Heads or tails! This is what's know as our sample space Roll a regular 6-sided die. What are the possible outcomes? ____ ____ _____ _____ ____ ____ Probability model: some chance process that consists of two parts: Sample space S, and probability for each one…. Lets look at rolling two 6-sided die! What are the outcomes?
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Events With the two dice rolled, we could find any collection of outcomes and their probabilities. This is what’s known as an Event- any collection of outcomes from some chance process. Events are assigned capital letters such as A,B,C P(A) where A= sum of 5.
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Compliment
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Lets try some more! A = sum of 5 B = sum is not 5 C = sum is 6
Find the probability of the following: P(A)= P(B)= P(C)= P(A or C)= - Notice how P(A) +P(B) = 1
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Basic Rules of Probability
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Mutually Exclusive (disjoint)
Two events are mutually exclusive if they have no outcomes in common and so can never occur together. Example: if one event occurs in 40% of all trials, and a different event occurs in 25% of the trials, and the two can never occur together, then one or the other occurs on 65% of the trials. 40% + 25% = 65%
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Check for Understanding
Chose an American adult at Random. Define two events: A = the person has a cholesterol level of 240 milligrams per deciliter of blood (mg/dl) or above. (High cholesterol) B= The person has a cholesterol level of 200 to 239 (borderline high cholesterol) According to the American Heart Association: P(A) = 0.16 and P(B) = 0.29 Explain why events A and B are mutually exclusive. Say in plain language what the event “A or B” is. What is P(A or B)? If C is the event that a person chosen has normal cholesterol (below 200 mg/dl) what's P(C)
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Two way Tables Students in college stats class wanted to find out how common it is for young adults to have their ears pierced. They recorded data on two variables- gender and whether the student had a pierced ear – for all 178 people in class. The two way table below displays the data. Pierced ears? Gender Yes No Total Male 19 71 90 Female 84 4 88 103 75 178
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A= male B= pierced ears Suppose we chose a student from the class at random. Find the probability that the student (a) has pierced ears (b) is a male with pierced ears (c) is male or has pierced ears
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Venn Diagrams Event A P(A) = 90/178 Event B P(B) = 103/178
P(A and B) = 19/178
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Venn Diagram General Addition Rule
The Venn Diagram suggests to fix this “double counting” P(A or B) = P(A) + P(B) – P(A and B) = 90/ /178 – 19/178 = 174/178
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Intersection and Unions
If we are talking about “A and B” then we can also call this the intersection of A and B. The corresponding notation is A П B If we are talking about “A or B” then we can also call this the Union of A and B. The corresponding notation is A U B
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Venn Diagram: Intersection and Unions
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Objectives Probability Models Basic Probability Rules Addition Rule
Sample Space -Probability Model Event Basic Probability Rules Compliment “not A” -Mutually exclusive (disjoint) Addition Rule P(A or B) =P(A) + P(B) Two way tables Venn Diagrams Intersections and Unions.
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Test Results! Grade: Amount: Marginal % ……A......……....1.……….5%
…….B…………...9……...47% 68% Passed …….C…………..3..……...16% …….D…………..5.……...26% …….F… ………..5% 31% Failed Mean: 79% Max: 92% Min: 58% No Outliers
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Tracking AP Stats 2014-2015 (WHS)
Ch. 1 Test Ch. 2 Test Ch. 3 Test Ch. 4 Test A 5 A 5 A3 A1 B5 B 6 B5 B9 C6 C 4 C6 C3 D2 D 1 D2 D5 F1 F 2 F2 F1
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Homework Worksheet
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