7. Let U~ N(0, 1) and V~ x²(v). If U and V are independent than has a student √VIV T-distribution with degrees of freedom. Using this result prove that the statistic T we used in the two-sample T test, has T-distribution under the null hypothesis. If the two sample sizes are m and n, what is the degrees of freedom of T?
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- Let X1, . . . , Xn be independent r.v.’s having the Gamma distribution with α known and β unknown. (i) Construct the MP test for testing the hypothesis H0: β = β1 against the alternative HA: β = β2 (β2 > β1) at level of significance α. (ii) By using the m.g.f. approach, show that, if X ∼ Gamma (α, β), then X1 +°§ °§ °§+Xn ∼ Gamma (nα, β), where the Xi’s are independent and distributed as X. (iii) Use the CLT to carry out the test when: n = 30, α = 10, β1 = 2.5, β2 = 3, and α = 0.05. (iv) Compute the power of the test, also by using the CLT.A sample of n = 25 scores has a mean of M = 68. Find the z-score for the sample: If it was obtained from a population with u = 60 and o = 10, z = ? If it was obtained from a population with u = 60 and o = 20, z = ? If it was obtained from a population with u = 60 and o = 40, z = ?There are two traffic lights on a commuter's route to and from work. Let X1 be the number of lights at which the commuter must stop on his way to work, and X2 be the number of lights at which he must stop when returning from work. Suppose that these two variables are independent, each with the pmf given in the accompanying table (so X1, X2 is a random sample of size n = 2). Can you help me with 3 and 4?