Problem 6. In the two-way layout ANOVA with one observation per cell show that the MLEs of μ, ,J, and σ2 under the null...
Problem 4. Show that the MLE's İ,ai,A, of the parameters of the two-way layout ANOVA model with one observation per cell are unbiased estimators of μ,ai,ßi's, respectively. Then show that I-1 Var(ái) IJ Problem 4. Show that the MLE's İ,ai,A, of the parameters of the two-way layout ANOVA model with one observation per cell are unbiased estimators of μ,ai,ßi's, respectively. Then show that I-1 Var(ái) IJ
Problem 2. Consider the one-way layout ANOVA model, where we assume that Yij = μί-cij,に1, . . . , I and J 1, . . . ,J, where μί's are fixed unknown with zero mean treatment means and eiy's are random errors , al such that Σ-lai -0 and E[Yj-μ + ai,1- Show that there exists unique numbers μ, ai, a. b. Show that the null hypothesis Ho : μ,-...- μι is equivalent to Ho : 01 ,-. . .-a1-0...
Problem 2. Consider the one-way layout ANOVA model, where we assume that Yij = μί-cij,に1, . . . , I and J 1, . . . ,J, where μί's are fixed unknown with zero mean treatment means and eiy's are random errors , al such that Σ-lai -0 and E[Yj-μ + ai,1- Show that there exists unique numbers μ, ai, a. b. Show that the null hypothesis Ho : μ,-...- μι is equivalent to Ho : 01 ,-. . .-a1-0
4. Consider the balanced one-way ANOVA model with I treatment groups, and J observations for each group iid where the idiosyncratic errors are ε ~N(0,02). (a) Show that SSW/o xi- (b) Show that SSB/o2 -1. (c) Show that SSW and SSB are independent. (d) What is the null distribution of SSW (11-1 4. Consider the balanced one-way ANOVA model with I treatment groups, and J observations for each group iid where the idiosyncratic errors are ε ~N(0,02). (a) Show that...
please solve b is the parameter that u need to estimate that if you know the one way anova 1, 2, 3, J-1, 2, yì,-, İ +Ejj 1 , n tly identically N(0, σ2), ( ,12, μ3) and σ2 are both unknown p where are independen 3. Find the MLE of σ2. (An explicit expression is needed) 4. Use the BLUE of β to derive the covariance matrix of the BLUE. 1, 2, 3, J-1, 2, yì,-, İ +Ejj 1...
Two processes for manufacturing large roller bearings are under study. In both cases, the diameters (in centimeters) are being examined. A random sample of 26 roller bearings from the old manufacturing process showed the sample variance of diameters to be s2 = 0.231. Another random sample of 28 roller bearings from the new manufacturing process showed the sample variance of their diameters to be s2 = 0.146. Use a 5% level of significance to test the claim that there is...
Easy One Part! Will give thumbs up! 3. In the two-way ANOVA cell means model Yijk = Hij + Eijk i = 1, ..., I j = 1,...,J a linear combination n is called an interaction contrast if k = 1, ..., hij n = Cij Mij > > i=lj=1 Gj = 0 for all j Cij = 0 for all i i.e., the constants Cij sum to zero over i for each j, and also over j, for each...
3. Let Yi ~ Binonial(nj:pj), J = 1, 2 independently. For testing the null hypothesis Ho : P1 = P2, a coinmonly used test statistic (slightly different frorn the one given in lecture) s Pi-P2 where pi = Y5/nj and p = (Yİ + Y)/(m + n2) is the pooled estimate of proportion urder Ho. Such data can also be surnmarized as a 2 × 2 table of counts Population Successes Failures Yi 2 For this table, denote the test...
While conducting a one-way ANOVA comparing 6 treatments with 10 observations per treatment, the computed value for SS(Treatment)= 1, and SS(Error)=24. Calculate the value of F. Round off the answer to 2 decimal digits A study was conducted to determine the association between the maximum distance at which a highway sign can be read ( in feet) and the age of the driver ( in years). Fourty drivers of various ages were studied. The summary statistics for distance and age are...
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