An apple juice producer buys apples from a large apple grove that has one variety of apple. The amount of juice squeezed from these apples is approximately normally distributed, with a mean of 4.70 ounces and a standard deviation of 0.40 ounce. Suppose that you select a sample of 25 apples
a) The probability is 70% that the sample mean amount of juice will be contained between what two values symmetrically distributed around the population mean?
b) The probability is 77% that the sample mean amount of juice will be greater than what value?
Let "X=" the sample mean amount of juice: "X\\sim N(\\mu, \\sigma^2\/n)."
Given "\\mu=4.70,\\sigma=0.40,n=25."
a)
"P(\\mu-a<X<\\mu+a)=1-2P(X<\\mu-a)""=1-2P(Z<\\dfrac{\\mu-a-\\mu}{\\sigma\/\\sqrt{n}})=1-2P(Z<\\dfrac{-a}{\\sigma\/\\sqrt{n}})"
"=0.70"
"\\dfrac{-a}{\\sigma\/\\sqrt{n}}=-1.036433"
"a=1.036433(\\dfrac{0.40}{\\sqrt{25}})=0.08291464"
"\\mu-a=4.70-0.083=4.617"
"\\mu+a=4.70+0.083=4.783"
"P(4.617<X<4.783)=0.70"
b)
"P(X>x_2)=1-P(X\\leq x_2)""=1-P(Z<\\dfrac{x_2-\\mu}{\\sigma\/\\sqrt{n}})=0.77"
"P(Z<\\dfrac{x_2-\\mu}{\\sigma\/\\sqrt{n}})=0.23"
"\\dfrac{x_2-\\mu}{\\sigma\/\\sqrt{n}}=-0.738847"
"x_2=4.70-0.738847(\\dfrac{0.40}{\\sqrt{25}})=4.641"
"P(X>4.641)=0.77"
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