A sudent is analyzing data from an experiment using a linear model. when the student entered the data into his calculator and ran a least squares linear regression the calculator gave a correlation coefficient of 0.01. what can the student infer from this coefficient?

a. the slope of the linear model is 0.01
b. the y-intercept of the linear model is 0.01

c. the x-intercept of the linear model is 0.01
d. the linear model is not a good fit

1 answer

a correlation coefficient of absolute value close to one is a good fit. A correlation coefficient close to zero is a poor fit. 0.01 is a poor fit.