Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

5. A survey is used to quantify the support for an increase in education spending. The pollster tells us that the approval rating for the

image text in transcribedimage text in transcribedimage text in transcribedimage text in transcribed
5. A survey is used to quantify the support for an increase in education spending. The pollster tells us that the approval rating for the increase is 60% with 4% standard error. Respondents have been modeled with independent identidally distributed Bernoulli random variables. 'STAT 120B, Spring 2017 Homework 4 Due May 15, 2017 (3.) Approximately how many people did the pollster survey? (b) Even if the true approval rating is 2 standard error away from the pollster's estimate, there would be majority support for the increased spending. What is the lower bound on the probability that approval rating is within 2 standard errors. Hint: use Chebyshev's inequality. 6. The number of persons coming through a blood bank until the rst person with type A blood is found is a random variable Y With a geometric distribution. If 3:) denotes the probability that any one randomly selected person will possess type A blood, then E (Y) = 1 / p and Var(Y) = (1 p)/p2. (a) Find a function of Y that is an unbiased estimator of V(Y). (b) Suggest how to form a 2standarderr0r bound on the error of estimation when Y is used to estimate 1/1). 7. The reading on a voltage meter connected to a test circuit is uniformly distributed over the interval (6, 9 + 1), where 9 is the true but unknown voltage of the circuit. Suppose that Y1, Y2, . . . ,Yn denote a random sample of such readings. (a) Show that if is a biased estimator of 6 and compute the bias. (b) Find a function of Y that is an unbiased estimator 0f 6. (c) Find M81307) When Y is used as an estimator of 6. 8. The number of breakdowns per week for an electronic gadget is a random variable Y with a Poisson distribution and mean A. A random sample Y1,l',...,Yn of observations on the weekly number of breakdowns is available. (a) Suggest an unbiased estimator for A, based on Y1, Y2, . . . ,Yn. (b) The weekly cost of repairing these breakdowns is C 2 SY +Y2, if Y is the number of breakdowns that week. Show that lE(C') = 4A + A2. (c) Find a function of Y1, Y2, . . . ,Yn that is an unbiased estimator of 151(0) Hint: Use what you know about IE(Y) and lE(Y2)

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Introduction to graph theory

Authors: Douglas B. West

2nd edition

131437372, 978-0131437371

More Books

Students also viewed these Mathematics questions