A psychologist examined the regression relationship between anxiety level (Y) measured on a scale ranging from 1
Question:
a. Test for the significance of each independent variable as it enters the model. State the null hypothesis for each test in terms of regression coefficient parameters.
b. Test for the significance of adding both X2 and X3 to a model already containing X1. State the null hypothesis in terms of regression coefficient parameters.
c. In terms of regression sums of squares, identify the test that corresponds to comparing the two models
Y = β0 + β1X1 + β2X2 + β3X3 + E
and
Y = β0 + β3X3 + E
Why can't this test be done by using the ANOVA table? Describe the appropriate test procedure.
d. Based on the tests made, what would you recommend as the most appropriate statistical model? Use α = .05.
Step by Step Answer:
Applied Regression Analysis and Other Multivariable Methods
ISBN: 978-1285051086
5th edition
Authors: David G. Kleinbaum, Lawrence L. Kupper, Azhar Nizam, Eli S. Rosenberg