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1 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman M ARIO F. T RIOLA E IGHTH E DITION E LEMENTARY S TATISTICS Section 4-4 Mean, Variance, and Standard Deviation for the Binomial Distribution
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2 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman For Any Discrete Probability Distribution: Formula 4-1 µ = [x P(x)] Formula 4-3 2 = [ x 2 P(x) ] - µ 2
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3 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman For Any Discrete Probability Distribution: Formula 4-1 µ = [x P(x)] Formula 4-3 2 = [ x 2 P(x) ] - µ 2 Formula 4-4 = [ x 2 P(x) ] - µ 2
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4 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman For Binomial Distributions: Formula 4-6 µ = n p Formula 4-7 2 = n p q
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5 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman Formula 4-8 = n p q For Binomial Distributions: Formula 4-6 µ = n p Formula 4-7 2 = n p q
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6 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman We previously discovered that this scenario could be considered a binomial experiment where: n = 14 p = 0.5 q = 0.5 Using the binomial distribution formulas: Example: Find the mean and standard deviation for the number of girls in groups of 14 births.
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7 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman We previously discovered that this scenario could be considered a binomial experiment where: n = 14 p = 0.5 q = 0.5 Using the binomial distribution formulas: µ = (14)(0.5) = 7 girls = (14)(0.5)(0.5) = 1.9 girls (rounded) Example: Find the mean and standard deviation for the number of girls in groups of 14 births.
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8 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman Reminder Maximum usual values = µ + 2 Minimum usual values = µ - 2
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9 Chapter 4. Section 4-4. Triola, Elementary Statistics, Eighth Edition. Copyright 2001. Addison Wesley Longman For this binomial distribution, µ = 50 girls = 5 girls µ + 2 = 50 + 2(5) = 60 µ - 2 = 50 - 2(5) = 40 The usual number girls among 100 births would be from 40 to 60. So 68 girls in 100 births is an unusual result. Example: Determine whether 68 girls among 100 babies could easily occur by chance.
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