# Literature Review

Submitted By patelrabari
Words 286
Pages 2
Predicting Movie Grosses
I want to find out whether it is possible to estimate the total movie gross after the opening weekend. I will be considering the domestic earnings only. This is because movies are released in different countries at different times. This may distort the results. My selection of movies will be limited to the movies released in 2013 and the first two months of 2014. This will minimize the difference in time value of money.
I will be using some movies from Bechdel data but I will also need to get data from IMDb regarding the earnings from opening weekend, viewer ratings and the number of screens it opened on. As for the critic reviews I will be inclined to use metacritic.com.
My dependent variable is ‘domestic gross earnings’. And the independent variables are budget, opening weekend collection (domestic), number of screens that it was released on, critics rating, viewers rating and sequel or not.
One Sample Hypothesis Testing:
It is known that a movie on an average has a budget of \$50 million or less.
H0 : µ budget ≤ \$50 million
H1 : µ budget > \$50 million

Since our alternative hypothesis is in the form of H1: mean > \$50 million, we find we have a p-value of 0.0145. This p-value means that if the null hypothesis is true then there is a 1.45% chance of getting a difference between the sample and hypothesized means of \$11.6 million (\$61.6 million - \$50 million) or more.
Using a 5% significance level we do reject the null hypothesis and we do have enough evidence to support the notion that movies have an average budget of \$50 million or...

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