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Is a linear model a good fit for the data ? Explain, commenting on the strength and direction of the association.

Is a linear model a good fit for the data ? Explain, commenting on the strength and-example-1

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The linear model is a good fit for the data because all the points of the data are close to the regression line.

Observation from the graph, shows that there is a strong association between the variables finishing time and years as the outliers are rarely visible

There is a negative correlation between the two variables, as the years increases , the finishing time drops

Hence, the linear model is a good fit for the data, it shows that the two variables are correlated negatively and there is strong negative association between the points plotted (moving from left to right).

User General Electric
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