You ran a linear regression on a sample of data and the final output is seen in the table. Based on the information in t

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You Ran A Linear Regression On A Sample Of Data And The Final Output Is Seen In The Table Based On The Information In T 1 (91.02 KiB) Viewed 24 times

You ran a linear regression on a sample of data and the final output is seen in the table. Based on the information in the table, how would you explain the the relationship between variable X4 and the dependent variable Y? Coefficient P-value Independent Variable X1 1.23 0.001 X2 6.27 0.035 X3 4.57 0.020 X4 10.23 0.123 For every 1 unit increase in variable X4, holding all other variables constant, we can expect the dependent variable Y to increase by 10.23 units. Variable X4 is more significant than variables X1, X2, and X3. For every 1 unit increase in variable X4, holding all other variables constant, we can expect the dependent variable Y to be multiplied by 10.23 units. In this model, Variable X4 is not significantly interacting with the dependent variable Y.