a) mean = sum of all observations / number of observations
= 5 + 8 + 7+ 9 + 3+ 5 + 10 + 8 + 7 + 9 + 6+ 10 + 5/13
= 7.07
Q3. (Estimation and inference for the population mean of a normal distri- bution) 10 points Suppose...
Can you answer questions 2,3,4 &show work 10 out of 10 points Question 1 A population has a mean of 60 and a standard deviation of 30. Samples of size 16 are randomly selected. Calculate the standard deviation of the sample distribution of X. Round off to 3 decimal places. 15 out of 15 points Question 2 Samples of size 16 are drawn from a population. The sampling distribution for X has a standard deviation of 0.25. Find the standard...
A sample of 49 observations is taken from a normal population with a standard deviation of 10. The sample mean is 55. Determine the 99% confidence interval for the population mean. (Round your answers to 2 decimal places.) Confidence interval for the population mean is _______ and _______ .A research firm conducted a survey to determine the mean amount Americans spend on coffee during a week. They found the distribution of weekly spending followed the normal distribution with a population standard deviation...
Suppose Yı, Y2, ..., Yn|7 vid N(10, 7-2). The population mean Mo is known. The un- known parameter T > 0, which is the inverse of the population variance, is called the precision. The pdf of N(Mo, T-1) is given by Syl-(wl=) = Vb exp (-5(v – wo)"] Let's now derive the posterior distribution of t from the Bayesian perspective. (a) Define U = (Y; – Mo)? i=1 Show that U is a sufficient statistic for t using the Factorization...
1- Suppose a simple random sample of sizen is drawn froma large population with mean u and standard deviation o. The sampling distribution of x has mean ug and standard deviation= 2- As the number of degrees of freedom in the t-distribution increase, the spread of the distribution 3- True or False: The value of to.10 with 5 degrees of freedom is greater than the value of to.10 with 10 degrees of freedom. 4- True or False: To construct a...
C) the standard deviation of the population is known D) both the underlying population is normal and the sample size n 30 are correct II. Calculation Questions. (2 points) 5. A random sample of size n=50 is taken from a population with mean μ =-9.5 and standard deviation 2. Calculate the expected value and standard error for the sampling distribution of the sample mean. What is the probability that the sample mean is less than -10? a. b. c. What...
If we wish to carry out inference procedures on the mean of a normally distributed population where sigma is known, we a) Click for List - should use the distribution. b) Click for List Both the t distribution and the standard normal distribution have a median of O. c) Click for List For the t distribution, the mean and variance are always equal. d) Click for List The t distribution has more area in the tails than the standard normal...
can someone explain this? thanks! 4. (Discrete Uniform Distribution, 10 points) Suppose that X has a discrete uniform distri bution on the integers 0 through 9, i.e., PCX = x) = 1/10, VI = 0,1,...,9. Determine the PMF of the random variable Y = 2X +3. 5. (Function of Random Variable, 20 points) Assume X is a random variable with the fol- lowing PMF, PCX = k) = k = 0.1.2.... (which is also known as the Poisson distribution). a....
10. A normal population with an unknown variance has a mean of 20. Is one likely to obtain a random sample of size 9 from this population with a mean of 24 and a standard deviation of 4.1? If not what conclusion would you draw. Here are some integrals you may find helpful, where h(t) is the probability distribution function for a t-distribution with 8 degrees of freedom h(t)dt = ht) dt = h(t) dt 0.919 0.653 0.983
3) Is it true that the sample mean is always equal to the population mean that we picked the sample from? Explain. 5) Is it true that the confidence interval is narrower for 95% confidence than for 90% confidence? Explain 6) Is it true that the Sample means are less variable than individual observations as n→∞ ? Explain In a certain population of mussels (mytilus edulis) 80% of the individuals are infected with an intestinal parasite. A marine biologist plans...
The following sample data are from a normal population: 5, 16, 11, 7, 19, 15, 10, 1. a. What is the point estimate of the population mean? b. What is the point estimate of the population standard deviation (to 2 decimals)? c. With 95% confidence, what is the margin of error for the estimation of the population mean (to 1 decimal)? d. What is the 95% confidence interval for the population mean (to 1 decimal)?