Merry doesn't watch very many movies. When she gets to pick what she and her friends do, she never picks going to a movie. So whenever she does watch a movie, it's always something someone else picked and she doesn't like it very much.
Of all movies, both the ones she's Seen and the ones she Hasn't, there's only a 10% chance that she Likes the movie.
However, she's less likely to See movies she Likes. The probability she Sees a movie that she Likes is 5%, while the probability she Sees a movies that she Doesn't Like is 15%.
It's saturday night and her friends have decided they're all going to watch a movie on Zoom together. Given that this is a movie she is going to See, what's the probability she Likes it?
Given ,
P( Merry likes a movie ) = 0.10
P(Merry watches a movie I Merry likes the movie) =0.05
P(Merry watches a movie I Merry does not like the movie) =0.15
To find P( Marry likes the movie I Marry watches the movie)
Using Bayes theorem
P( Marry likes the movie I Marry watches the movie)
= P( Marry watches the movie I Merry likes the movie) *P(Merry likes the movie) /P( Marry watches the movie)
Now
P( Marry watches the movie) = P(Merry watches a movie I Merry likes the movie) *P(Merry likes the movie)
+ P(Merry watches a movie I Merry does not like the movie) *P(Merry does not like the movie)
= 0.05*0.10 + 0.15* (1-0.10)
= 0.005 + 0.135
= 0.14
Therefore ,
P( Marry likes the movie I Marry watches the movie)
= 0.05*0.10 / 0.14
= 0.0357
Probability that Merry likes the movie given that she is going to see the movie = 0.0357
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