Question

Suppose you observe Y1,...,Yn, where each Yi is 0 (no) or 1 (yes). Assume that Y1,...,Yn...

Suppose you observe Y1,...,Yn, where each Yi is 0 (no) or 1 (yes). Assume that Y1,...,Yn are independent and identically distributed. Define p = E[Yi], which is unknown.

  1. What is the standard deviation of the sample average? Use p in this answer.

  2. Note that the maximum value for p is 1 and the minimum is 0. What is the largest standard deviation of the sample average? (Maximize the previous answer over p.) What is the sample size n which makes the standard deviation of the sample average less than 5%?

  3. What is the standard error of the sample average? (You cannot use p in this question.)

  4. What is the 95% confidence interval?

Homework Answers

Answer #1

DEAR if you are satisfied with my explanations please support me .. please Thumbs Up... Thanks

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
Suppose that X1, X2,   , Xn and Y1, Y2,   , Yn are independent random samples from populations with...
Suppose that X1, X2,   , Xn and Y1, Y2,   , Yn are independent random samples from populations with means μ1 and μ2 and variances σ12 and σ22, respectively. It can be shown that the random variable Un = (X − Y) − (μ1 − μ2) σ12 + σ22 n satisfies the conditions of the central limit theorem and thus that the distribution function of Un converges to a standard normal distribution function as n → ∞. An experiment is designed to test...
Salary ($) Master's Degree (1 = Yes)                     61,500 0               &nb
Salary ($) Master's Degree (1 = Yes)                     61,500 0                     69,200 0                     76,000 0                     78,700 0                     81,500 0                     83,800 0                     84,200 0                     84,300 0                     85,400 1                     87,200 0                     88,700 0                     90,700 1                     97,200 0                     97,600 1                     99,900 1                   100,000 1                   101,800 1                   102,700 1                   103,400 0                   111,300 1 Do NOT use the “finite population” corrections for standard deviation calculation in this...
Suppose that you are testing the hypotheses Upper H 0​: pequals0.21 vs. Upper H Subscript Upper...
Suppose that you are testing the hypotheses Upper H 0​: pequals0.21 vs. Upper H Subscript Upper A​: pnot equals0.21. A sample of size 200 results in a sample proportion of 0.28. ​ a) Construct a 90​% confidence interval for p. ​ b) Based on the confidence​ interval, can you reject Upper H 0 at alphaequals0.10​? Explain. ​ c) What is the difference between the standard error and standard deviation of the sample​ proportion? ​ d) Which is used in computing...
1.  Suppose we take a sample from two separate populations and record some quantitative measurement for both.  The...
1.  Suppose we take a sample from two separate populations and record some quantitative measurement for both.  The first sample contained 60 respondents and resulted sample mean of 103 with a sample standard deviation of 8.2.  The second sample contained 75 respondents and resulted sample mean of 100 with a sample standard deviation of 7.56.  Using this information, our goal is to test: H0:  = 0 Ha:  > 0 What is the test statistic, , for this example?  Note: for your test statistic, keep the order of...
Suppose that you are testing the hypotheses Upper H 0​: pequals0.25 vs. Upper H Subscript Upper...
Suppose that you are testing the hypotheses Upper H 0​: pequals0.25 vs. Upper H Subscript Upper A​: pnot equals0.25. A sample of size 350 results in a sample proportion of 0.31. ​ a) Construct a 95​% confidence interval for p. ​(Round to three decimal places as​ needed.) b) Based on the confidence​ interval, can you reject Upper H 0 at alphaequals0.05​? Explain. ​c) What is the difference between the standard error and standard deviation of the sample​ proportion? ​ d)...
A certain volleyball player makes a successful serve 80% of the time. Assume that each serve...
A certain volleyball player makes a successful serve 80% of the time. Assume that each serve is independent of the others. If she serves 7 times, use the information on her serve and the MINTAB results to answer questions 1-3: Cumulative Distribution Function n = 7 and p = 0.8 x P( X <= x ) 0      0.00001 1      0.00037 2      0.00467 3      0.03334 4      0.14803 5      0.42328 6      0.79028 7      1.00000 Describe the random variable, X. Define random Variable...
You are interested in finding out the mean number of customers entering a 24-hour convenience store...
You are interested in finding out the mean number of customers entering a 24-hour convenience store every 10-minutes. You suspect this can be modeled by the Poisson distribution with a a mean of λ=4.84 customers. You are to randomly pick n=74 10-minute time frames, and observe the number of customers who enter the convenience store in each. After which, you are to average the 74 counts you have. That is, compute the value of X (a) What can you expect...
Apr Oct 12 0 2 0 4 0 36 0 2 2 7 1 67 0...
Apr Oct 12 0 2 0 4 0 36 0 2 2 7 1 67 0 30 2 4 4 1 0 7 1 4 0 2 0 16 0 15 22 268 1 12 6 73 4 40 0 2 0 30 6 11 0 16 0 10 0 317 5 13 0 1 0 26 1 4 0 58 7 4 1 13 0 30 0 6 0 33 4 5 0 2 0 1 0 4 0...
Apr Oct 12 0 2 0 4 0 36 0 2 2 7 1 67 0...
Apr Oct 12 0 2 0 4 0 36 0 2 2 7 1 67 0 30 2 4 4 1 0 7 1 4 0 2 0 16 0 15 22 268 1 12 6 73 4 40 0 2 0 30 6 11 0 16 0 10 0 317 5 13 0 1 0 26 1 4 0 58 7 4 1 13 0 30 0 6 0 33 4 5 0 2 0 1 0 4 0...
Suppose you are planning to use a test of the population mean when the population standard...
Suppose you are planning to use a test of the population mean when the population standard deviation is known (a z test) to test the following one-tailed hypotheses. H₀: μ ≤ 0 H₁: μ > 0 Since you want to maximize the power of your study, you are considering which factors might decrease power so that you can adjust your plans to avoid them, if possible, before conducting your research. The following are your considerations for decreasing power. Fill in...