A Harvard University biologist used multiple regression to model the swimming speed of an American eel. (Proceedings
Question:
A Harvard University biologist used multiple regression to model the swimming speed of an American eel. (Proceedings of the Royal Society, B, Dec. 2004.) Steady swimming speed, y (body lengths per second), was modeled as a function of the quantitative variables body wave speed, x1 (body lengths per second), tail amplitude deviation, x2 (body lengths), and tail velocity deviation, x3 (body lengths per second).
a. Write a first-order model for E(y) as a function of the three independent variables.
b. Give an interpretation of the value of β1 in the model, part a.
c. Write a model for E(y) as a function of the three independent variables that hypothesizes an interaction between body wave speed, x1, and tail amplitude deviation, x2.
d. In terms of the β’s in the model, part c, what is the change in E(y) for every 1-unit increase in tail velocity deviation, x3, for fixed values of x1 and x2?
e. In terms of the β’s in the model, part c, what is the change in E(y) for every 1-unit increase in tail amplitude deviation, x2, for fixed values of x1 and x3?
Step by Step Answer:
Statistics For Engineering And The Sciences
ISBN: 9781498728850
6th Edition
Authors: William M. Mendenhall, Terry L. Sincich