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OpenStax, Introductory Business Statistics 2e §13.5 Interpretation of Regression Coefficients: Elasticity and Logarithmic Transformation · Exercise 3 · Statistics · Regression & correlation

Interpretation of Regression Coefficients: Elasticity and Logarithmic Transformation · Exercise 3

The manufacturers of a chemical used in flea collars claim that under standard test conditions each additional unit of the chemical will bring about a reduction of 5 fleas (i.e. where and , :
Suppose that a test has been conducted and results from a computer include:
Intercept = 60
Slope = −4
Standard error of the regression coefficient = 1.0
Degrees of Freedom for Error = 2000
95% Confidence Interval for the slope −2.04, −5.96
Is this evidence consistent with the claim that the number of fleas is reduced at a rate of 5 fleas per unit chemical?

~8 minWritten answer · compare with the solution

OpenStax, Introductory Business Statistics 2e · §13.5 Interpretation of Regression Coefficients: Elasticity and Logarithmic Transformation · Exercise 3

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