{[ promptMessage ]}

Bookmark it

{[ promptMessage ]}

f2009_ex1sol

# f2009_ex1sol - STA 6207 Exam 1 Fall 2009 PRINT Name All...

This preview shows pages 1–2. Sign up to view the full content.

STA 6207 – Exam 1 – Fall 2009 PRINT Name _____________________ All Questions are based on the following 2 regression models, where SIMPLE REGRESSION refers to the case where p =1, and X is of full column rank (no linear dependencies among predictor variables). ( 29 ( 29 I 0 ε β X ε Y 2 2 1 1 0 , ~ 1 ' ' : 2 Model , 0 ~ ,..., 1 : 1 Model σ σ ε ε β β β N p p n NID n i X X Y i i ip p i i × × + = = + + + + = Given: ( 29 ( 29 ( 29 ( 29 Y Y Y μ AV AY Y A Ax x Ax x' a x x a ' ' symmetric) ( 2 ' + = = = tr E d d d d Cochran’s Theorem: Suppose Y is distributed as follows with nonsingular matrix V: ( 29 ( 29 μ A Y A Y AV V V μ Y ' 2 1 : parameter ity Noncentral (b) and ) ( df (a) : with central - non d distribute is 1 ' 1. : idempotent is if n the , ~ 2 2 2 2 σ χ σ σ = = = r n r N _________________________________________________________________________________________ _ 1. For model 2, derive the least squares estimate for β ( 29 ( 29 ( 29 ( 29 ( 29 Y X X X β 0 Y X X β β X X Y X β 2Y Y Y β β X β 2Y Y Y X β Y X β Y Y Y Y Y T 1 T ^ T T T T T T T T T T T T T T T T T T T T - = = - = + - = + - = + - = + - - = - - = 2 2 : ) on hat" " put the you now , 0 (Setting 2 2 0 d dQ d d d dQ Q 2.

This preview has intentionally blurred sections. Sign up to view the full version.

View Full Document
This is the end of the preview. Sign up to access the rest of the document.

{[ snackBarMessage ]}

### What students are saying

• As a current student on this bumpy collegiate pathway, I stumbled upon Course Hero, where I can find study resources for nearly all my courses, get online help from tutors 24/7, and even share my old projects, papers, and lecture notes with other students.

Kiran Temple University Fox School of Business ‘17, Course Hero Intern

• I cannot even describe how much Course Hero helped me this summer. It’s truly become something I can always rely on and help me. In the end, I was not only able to survive summer classes, but I was able to thrive thanks to Course Hero.

Dana University of Pennsylvania ‘17, Course Hero Intern

• The ability to access any university’s resources through Course Hero proved invaluable in my case. I was behind on Tulane coursework and actually used UCLA’s materials to help me move forward and get everything together on time.

Jill Tulane University ‘16, Course Hero Intern