Elimination based on p-values Suppose you're trying to predict the gross collection of a movie based on the following five factors:

Suppose you're trying to predict the gross collection of a movie based on the following five factors: 'Budget', 'Average Critic Score', 'Facebook Likes', 'Number of Tweets', and 'Number of Screens'.

You obtained the following p-values for the five variables after fitting a regression line. Assuming you're only using p-value as a criteria to drop the variables and a p-value > 0.05 is not acceptable, which of these variables do you think is not significant in the prediction of gross collections and should be definitely dropped? Only one option is correct.