The Basic Practice of Statistics 7th Edition

Published by W. H. Freeman
ISBN 10: 146414253X
ISBN 13: 978-1-46414-253-6

Chapter 5 - Regression - Chapter 5 Exercises - Page 158: 5.50b

Answer

No it is not reasonable to make this conclusion that states can increase the mean Mathematics SAT score in their state when they reduce teacher salaries, as there can be other lurking variables. After all, we note that there is a weak correlation between Math SAT score and teacher salaries. Reducing the salaries may demoralize the teacher, resulting in lower SAT scores.

Work Step by Step

No it is not reasonable to make this conclusion that states can increase the mean Mathematics SAT score in their state when they reduce teacher salaries, as there can be other lurking variables. After all, we note that there is a weak correlation between Math SAT score and teacher salaries. Reducing the salaries may demoralize the teacher, resulting in lower SAT scores.
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