Consider the three models a. (y=beta_{0}+beta_{1}(1 / x)+varepsilon) b. (1 / y=beta_{0}+beta_{1} x+varepsilon) c. (y=x /left(beta_{0}-beta_{1} x

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Consider the three models
a. \(y=\beta_{0}+\beta_{1}(1 / x)+\varepsilon\)
b. \(1 / y=\beta_{0}+\beta_{1} x+\varepsilon\)
c. \(y=x /\left(\beta_{0}-\beta_{1} x\right)+\varepsilon\)

All of these models can be linearized by reciprocal transformations. Sketch the behavior of \(y\) as a function of \(x\). What observed characteristics in the scatter diagram would lead you to choose one of these models?

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Related Book For  book-img-for-question

Introduction To Linear Regression Analysis

ISBN: 9781119578727

6th Edition

Authors: Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining

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