How Can Matrix Theory Predict Subscription Trends in a Concert Series?

  • Thread starter Thread starter LakeMountD
  • Start date Start date
  • Tags Tags
    Matrix
AI Thread Summary
In a concert series with 1,200 current subscribers in a community of 100,000 adults, the renewal probability is 90%, while the subscription probability for non-subscribers is 0.2%. The expected number of subscribers for the next season can be modeled using a matrix equation. The determinant of the matrix, calculated as 0.898, suggests stability in subscription numbers, as it is close to the renewal rate of 90%. The discussion also raises questions about deriving a vector from these calculations.
LakeMountD
Messages
59
Reaction score
0
in a community of 100,000 adults, subscribers to a concert series tend to renew their subscription with a probability 90% and persons not subscribing will subscribe for the next season with probability 0.2%. If the present number of subscribers is 1200, can one predict an increase or decrease or stability over each of the next three seasons?

This is in the matrix section so I am assuming we have to use one but have no idea what they want?!
 
Physics news on Phys.org
If you write the number of people who subscribed last year as X and the number of people who did not as Y, then the expected number of people to subscribe this year is 0.90X+ 0.002Y. Of course, the number of people who will not subscribe this year will be 0.10X+ 0.998Y. You can write that as a matrix: What matrix multiplied by the column vector (X,Y) will give the vector (0.90X+ 0.002Y, 0.10X+ 0.998Y)?

The easiest way to answer that question is to look at the determinant of the matrix.
 
determinent of the matrix would be

[ .9 * .998] - [.002 * .10] correct?
 
Yes. What is that equal to and what does it tell you?
 
= .898 .. not really sure what that is telling me though. honestly my differential equations teacher is so bad that i have to learn everything on google. pretty sad when your 5,000 dollars in tuition is going towards research you have to do on your own on google to learn everything but hey.

im assuming that since .898 is so close to .90 or 90% that its saying things are going to be stable. This right?

also how do you get a vector out of those numbers?
 
Last edited:
I picked up this problem from the Schaum's series book titled "College Mathematics" by Ayres/Schmidt. It is a solved problem in the book. But what surprised me was that the solution to this problem was given in one line without any explanation. I could, therefore, not understand how the given one-line solution was reached. The one-line solution in the book says: The equation is ##x \cos{\omega} +y \sin{\omega} - 5 = 0##, ##\omega## being the parameter. From my side, the only thing I could...
Back
Top