Minitab was used to fit the complete second-order model to

Chapter 12, Problem 53E

(choose chapter or problem)

Get Unlimited Answers
QUESTION:

Minitab was used to fit the complete second-order model

\(E(y)=\beta_{0}+\beta_{1} x_{1}+\beta_{2} x_{2}+\beta_{3} x_{1} x_{2}+\beta_{4} x_{1}^{2}+\beta_{5} x_{2}^{2}\)

to n = 39 data points. The printout is shown below.

a. Is there sufficient evidence to indicate that at least one of the parameters \(-\beta_1, \beta_2, \beta_3, \beta_4\), and \(\beta_5\)-is nonzero? Test using \(\alpha=.05\).

b. Test \(H_0: \beta_4=0\) against \(H_{\mathrm{a}}: \beta_4 \neq 0\). Use \(\alpha=.01\).

c. Test \(H_0: \beta_5=0\) against \(H_{\mathrm{a}}: \beta_5 \neq 0\). Use \(\alpha=.01\).

d. Use graphs to explain the consequences of the tests in parts b and c.

Questions & Answers

QUESTION:

Minitab was used to fit the complete second-order model

\(E(y)=\beta_{0}+\beta_{1} x_{1}+\beta_{2} x_{2}+\beta_{3} x_{1} x_{2}+\beta_{4} x_{1}^{2}+\beta_{5} x_{2}^{2}\)

to n = 39 data points. The printout is shown below.

a. Is there sufficient evidence to indicate that at least one of the parameters \(-\beta_1, \beta_2, \beta_3, \beta_4\), and \(\beta_5\)-is nonzero? Test using \(\alpha=.05\).

b. Test \(H_0: \beta_4=0\) against \(H_{\mathrm{a}}: \beta_4 \neq 0\). Use \(\alpha=.01\).

c. Test \(H_0: \beta_5=0\) against \(H_{\mathrm{a}}: \beta_5 \neq 0\). Use \(\alpha=.01\).

d. Use graphs to explain the consequences of the tests in parts b and c.

ANSWER:

Step 1 of 5

a)  A better method is to conduct a test of hypothesis involving all the  parameters

      (except ) in a model.

     The elements of the global test of the model follow:

     

     : At least one of the two model coefficients,  is nonzero.

Add to cart


Study Tools You Might Need

Not The Solution You Need? Search for Your Answer Here:

×

Login

Login or Sign up for access to all of our study tools and educational content!

Forgot password?
Register Now

×

Register

Sign up for access to all content on our site!

Or login if you already have an account

×

Reset password

If you have an active account we’ll send you an e-mail for password recovery

Or login if you have your password back