Question

Exercise 4. Suppose that X = (X1, · · · , Xn) is a random sample...

Exercise 4. Suppose that X = (X1, · · · , Xn) is a random sample from a normal distribution with unknown mean µ and known variance σ^2 . We wish to test the following hypotheses at the significance level α. Suppose the observed values are x1, · · · , xn. For each case, find the expression of the p-value, and state your decision rule based on the p-values

a. H0 : µ = µ0 vs. Ha : µ not equal µ0.

b. H0 : µ = µ0 vs. Ha : µ > µ0.

Homework Answers

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 X1, · · · , Xn from a normal distribution N(µ, σ2 ) where µ...
Suppose X1, · · · , Xn from a normal distribution N(µ, σ2 ) where µ is unknown but σ is known. Consider the following hypothesis testing problem: H0 : µ = µ0 vs. Ha : µ > µ0 Prove that the decision rule is that we reject H0 if X¯ − µ0 σ/√ n > Z(1 − α), where α is the significant level, and show that this is equivalent to rejecting H0 if µ0 is less than the...
4. Suppose that we have X1, · · · Xn iid∼ N(µ, σ2 ) (a) Derive...
4. Suppose that we have X1, · · · Xn iid∼ N(µ, σ2 ) (a) Derive a 100(1 − α)% confidence interval for σ 2 when µ is unknown. (b) Derive a α−test for σ 2 when hypotheses is given as: H0 : σ^2 = σ^2sub0 vs H1 : σ^2 < σ^2sub0 . where σ 2 0 > 0 and µ is unknown. I am particularly struggling with b. Part a I could do.
Let X1, X2, . . . , Xn be a random sample from the normal distribution...
Let X1, X2, . . . , Xn be a random sample from the normal distribution N(µ, 36). (a) Show that a uniformly most powerful critical region for testing H0 : µ = 50 against H1 : µ < 50 is given by C2 = {x : x ≤ c}. Find the values of c for α = 0.10.
Let X1, . . . , Xn ∼ iid N(θ, σ^2 ) for σ ^2 known....
Let X1, . . . , Xn ∼ iid N(θ, σ^2 ) for σ ^2 known. Find the UMP size-α test for H0 : θ ≥ θ0 vs H1 : θ < θ0.
Suppose that X1,..., Xn∼iid N(μ,σ2). a) Suppose that μ is known. What is the MLE of...
Suppose that X1,..., Xn∼iid N(μ,σ2). a) Suppose that μ is known. What is the MLE of σ? (b) Suppose that σ is known. What is the MLE of μ? (c) Suppose that σ is known, and μ has a prior distribution that is normal with known mean and variance μ0 and σ02. Find the posterior distribution of μ given the data.
Let X1,...,Xn be a random sample from a normal distribution where the variance is known and...
Let X1,...,Xn be a random sample from a normal distribution where the variance is known and the mean is unknown.   Find the minimum variance unbiased estimator of the mean. Justify all your steps.
In estimating a population mean with a confidence interval based on a random sample X1,... ,Xn...
In estimating a population mean with a confidence interval based on a random sample X1,... ,Xn from a Normal distribution with an unknown mean and a known variance, how the length of the confidence interval changes if we decrease the sample size from 9n to n?
A sample of n=33 observations has a sample mean of 2.879. If an assumed known population...
A sample of n=33 observations has a sample mean of 2.879. If an assumed known population standard deviation σ = 0.325 is used, calculate the p-value for the testing of hypotheses. (a) H0 : µ = 3.0 vs. Ha : µ is not = to 3.0 (b) H0 : µ ≥ 3.5 vs. Ha : µ < 3.5
For the following hypotheses H0 : µ ≤ µ0 vs Ha : µ > µ0 performed...
For the following hypotheses H0 : µ ≤ µ0 vs Ha : µ > µ0 performed at the α significance level, the corresponding confidence interval that would included all the µ0 values for which one would fail to reject the null is (a) 100(1 − α)% two-sided confidence interval (b) 100(1 − α)% one-sided confidence interval with only upper limit, i.e. (−∞, U) (c) 100(1 − α)% one-sided confidence interval with only lower limit, i.e. (L, ∞)
Let X1,.....,Xn be a random sample from N(μ,σ2), and both μ and σ2 are unknown, with...
Let X1,.....,Xn be a random sample from N(μ,σ2), and both μ and σ2 are unknown, with -∞<μ<∞ and σ2 > 0. a. Develop a likelihood ratio test for H0: μ <= μ0 vs. H1: μ > μ0 b. Develop a likelihood ratio test for H0: μ >= μ0 vs. H1: μ < μ0