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研究所、轉學考(插大)◆統計學
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110年 - 110 國立臺灣大學_碩士班招生考試_農業經濟研究所:統計學(E)#102206
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題組內容
6.(25%) Suppose the distribution of Y, conditional on X= x, is normal with mean x and variance x
2
and that the marginal distribution of X is uniform (0,1).
(1)Find E[Y], Var[Y], and Cov(X, Y). (15%)
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(10) Using the 5% significance level, test whether or not the coefficients of all independent variables in the population regression model are equal to zero. (4%)
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(1)
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(2)
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5.(15%) Let X and Y be two independent random variables that follow a Poisson distribution with rate parameter θ and λ, respectively, i.e., X ~ Poisson(θ) and Y ~ Poisson(λ), Show that the distribution of X/(X+Y) is binomial with success probabilityθ/(θ+λ). Note: the probability density function of a Poisson distribution with rate parameter y is
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(2)Prove that Y/X and Xare independent. (10%)
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1. Determine the mg/L of O2 required for a BOD test if 0.1 mmol of urea, (NH2)2CO, is completely oxidized into CO2, and water in a 50 ml sample. (20 points)
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2. A stack gas contains carbon monoxide (CO) at a concentration of 10 % by volume. What is the concentration of CO in ug/m3? (assuming 25℃ and I atmosphere pressure) (20 points)
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3. Express 10 mg/L of as CaCO3. (Mg=24, Ca=40, C=12, O=16) (20 points)
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4. A stack emission has the following characteristics: 90 % SO2, 10 % N2 and no particulates. What treatment device would you suggest and why? (20 points)
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5. A one liter cylinder is used to measure the settleability of 0.5 % suspended solids sludge. After 30 min the settle sludge occupy 600 ml. Calculate the Sludge Volume Index (SVI)?? (20 points)
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