Question

In: Statistics and Probability

Suppose samples of size 100 are drawn randomly from a population of size 1000 and the...

Suppose samples of size 100 are drawn randomly from a population of size 1000 and the population has a mean of 20 and a standard deviation of 5. What is the probability of observing a sample mean equal to or greater than 21?

Solutions

Expert Solution

Solution:

Given that,

= 20

= 5

n = 100

So,

= 20

=  ( /n) = (5/ 100 ) = 0.5

p (   21 )

= 1 - p (   21 )

= 1 - p ( -  /   ) ? ( 21- 20 / 0.5)

= 1 - p ( z  ? 1 /0.5)

= 1 - p ( z ? 2)

Using z table

= 1 - 0.9772

= 0.0228

Probability = 0.0228


Related Solutions

a) If random samples of size 12 are drawn from a population with mean 7 and...
a) If random samples of size 12 are drawn from a population with mean 7 and standard deviation 2 , find the standard error of the distribution of sample means. b) Assume the sample is a random sample from a distribution that is reasonably normally distributed and we are doing inference for a sample mean. Find endpoints of a t-distribution with 0.025 beyond them in each tail if the sample has size n=26. c) Assume the sample is a random...
A random sample with replacement of size 100 is drawn from a population with mean 3.5...
A random sample with replacement of size 100 is drawn from a population with mean 3.5 and standard deviation 3. Use the normal approximation to calculate the probability that the sample average is between 3 and 4. Round your answer to three decimal places.
Consider a sample of size 100 drawn from a population that obeys an unknown distribution. It...
Consider a sample of size 100 drawn from a population that obeys an unknown distribution. It is known that the population-variance (of some quality characteristic) is 6. Let µ denote the population-mean. Consider the following test of a hypothesis about µ. H0 : µ = 70 H1 : µ ≠ 70 (a) Calculate Z0.005. Explain the meaning of Z0.005. (b) If the sample mean is observed to be 71, would you reject H0 with 99% confidence? What is the p-value...
Suppose that a sample of size 3 is drawn from a population consisting of the six...
Suppose that a sample of size 3 is drawn from a population consisting of the six values 4, 8, 5, 3, 8, and 4, and that the proportion of values that are greater than 4 is recorded. Find the sampling distribution of this statistic by listing all possible such samples of size 3. Find the mean and variance of the sampling distribution.
Suppose a random sample of size 40 was drawn from a normally distributed population, with a...
Suppose a random sample of size 40 was drawn from a normally distributed population, with a known population standard deviation of σ=6.4. a) What is the margin of error for a 95% confidence level? Round your response to at least 3 decimal places.     b) What is the margin of error for a 90% confidence level? Round your response to at least 3 decimal places.
Suppose a simple random sample of size n=1000 is obtained from a population whose size is...
Suppose a simple random sample of size n=1000 is obtained from a population whose size is N=2,000,000 and whose population proportion with a specified characteristic is p = 0.22 a. What is the probability of obtaining x=250 or more individuals with the​ characteristic?
Suppose a simple random sample of size n= 1000 is obtained from a population whose size...
Suppose a simple random sample of size n= 1000 is obtained from a population whose size is N=2,000,000 and whose population proportion with a specified characteristic is p= 0.65. (a) Describe the sampling distribution of (b) What is the probability of obtaining x= 690 or more individuals with the​ characteristic? (c) What is the probability of obtaining x = 620 or fewer individuals with the​ characteristic?
A sample size of n=100 is drawn from a population whose standard deviation is =3.8 Find...
A sample size of n=100 is drawn from a population whose standard deviation is =3.8 Find the margin of error for a 95% confidence level.
Use the population {3,4,6} and assume that samples of size 2 are randomly selected, with replacement....
Use the population {3,4,6} and assume that samples of size 2 are randomly selected, with replacement. ?) For the population, find the proportion of odd numbers ?) Construct a table for the sampling distribution of the sample proportions of odd numbers. ?) Find the mean of the sampling distribution of the sample proportion of odd numbers. ?) Is the sample proportion an unbiased estimator or a biased estimator of the population proportion? why?
use the population {3,4,6} and assume that samples of size 2 are randomly selected, with replacement....
use the population {3,4,6} and assume that samples of size 2 are randomly selected, with replacement. a) for the population, find the proportion of odd numbers. b) construct a table for sampling distribution of the sample proportion of odd numbers. c) find the mean of sampling distribution of the sample proportion of odd numbers. d) is the sample proportion and unbiased estmator or. biased estimator of the population? Why?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT