Exercise 11.3 Let X1,X2, . . . be a family of IID random variables that follow the
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Exercise 11.3 Let X1,X2, . . . be a family of IID random variables that follow the uniform distribution U(0, π/2). In order to evaluate the integral I =
∫ π/2 0 sin x dx, let ¯ Zn =
Σn i=1 sinXi/n. Determine the number of samples necessary to guarantee the confidence α = 95% with the confidence interval
ε = 0.1%, that is, P{| ¯ Zn − I| ≤ 0.001} = 0.95. Hint: First show that I = πE[sinX1]/2 and V[sinX1] = (π2 − 8)/2π2.
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Stochastic Processes With Applications To Finance
ISBN: 9781439884829
2nd Edition
Authors: Masaaki Kijima
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