In a multiple linear regression model, if a parameter estimate is not statistically significant it means? (check only the best answer)

Select one:

a. There is multicollinearity.

b. Unless there is a theoretical or historical reason to leave the variable in the model, the variable should be removed.

c. There is likely a correlation between the variable and other predictors in the model.

d. The variable has a p value <.00001.