Transition Matrix for a betting game

In summary, the conversation discusses a casino game where a player bets $1 and can either win $2 or lose it, with equal chances. The game ends when the player runs out of money or wins $4. The conversation includes two parts, the first being to build a transition matrix for the game which shows that it is not a regular transition matrix. The second part is to find the long term expected payoff to the player and explain why the game may or may not be profitable for the casino. The conversation also mentions the importance of knowing the starting amount of money the player has before assigning probabilities in the transition matrix.
  • #1
ha9981
32
0
Suppose that a casino introduces a game in which a player bets $1 and can
either win $2 or lose it, both with equal chances. The game ends when the player runs out
of money, or when he wins $4.
(a) Build a transition matrix for the game, and show that it is not a regular transition
matrix.
(b) Find the long term expected payoff to the player, and explain why the game is
pro profitable (or not) for the Casino.

My Attempt:

a) P =
0.5 0.5
0.5 0.5

I don't feel this is right because there is a lot of extra information in the question that seems wasted. My attempt to incorporate game ending at $4.

P =
0.5 0.5 0
0.5 0.5 1


I can't even get to part B as I am struggling at the transition matrix, if someone could guide me to a similar example because my textbook lacks here.
 
Physics news on Phys.org
  • #2
This should be a Markov process, but we could as well list all possible paths. It is always a good idea to draw a graph.
 
  • #3
ha9981 said:
Suppose that a casino introduces a game in which a player bets $1 and can
either win $2 or lose it, both with equal chances. The game ends when the player runs out
of money, or when he wins $4.
(a) Build a transition matrix for the game, and show that it is not a regular transition
matrix.
(b) Find the long term expected payoff to the player, and explain why the game is
proprofitable (or not) for the Casino.

My Attempt:

a) P =
0.5 0.5
0.5 0.5

I don't feel this is right because there is a lot of extra information in the question that seems wasted. My attempt to incorporate game ending at $4.

P =
0.5 0.5 0
0.5 0.5 1I can't even get to part B as I am struggling at the transition matrix, if someone could guide me to a similar example because my textbook lacks here.
How much does the player start with? Nothing? Two dollars? Once you know that list out as the states the amounts of money the person could have after each bet, whether win or lose, then assign probabilities.
 

What is a transition matrix for a betting game?

A transition matrix for a betting game is a mathematical tool used to analyze the outcomes of a betting game over multiple rounds. It shows the probabilities of moving from one state to another, such as winning or losing, in each round of the game.

How is a transition matrix calculated for a betting game?

A transition matrix is calculated by dividing the number of times a specific outcome occurs by the total number of possible outcomes. For example, if a player has a 50% chance of winning and a 50% chance of losing in each round, the transition matrix would show a 0.5 probability for moving from the winning state to the losing state, and vice versa.

Can a transition matrix be used to predict the outcome of a betting game?

While a transition matrix can provide insights into the probabilities of outcomes in a betting game, it cannot accurately predict the exact outcome of a game. Other factors such as luck and player strategies also play a role in the final outcome.

How can a transition matrix be useful for analyzing a betting game?

A transition matrix can be useful for identifying patterns and trends in the outcomes of a betting game. It can also help in making strategic decisions, such as adjusting betting amounts or changing strategies, based on the probabilities of different outcomes.

Are there any limitations to using a transition matrix for a betting game?

One limitation of using a transition matrix for a betting game is that it assumes all players have the same probabilities of outcomes. In reality, this may not be the case as players may have varying levels of skill or different strategies. Additionally, the transition matrix may not accurately reflect real-life scenarios as it is based on theoretical probabilities.

Similar threads

  • Calculus and Beyond Homework Help
Replies
6
Views
964
Replies
9
Views
2K
  • Precalculus Mathematics Homework Help
Replies
14
Views
2K
  • Set Theory, Logic, Probability, Statistics
Replies
6
Views
968
Replies
12
Views
908
  • General Math
Replies
3
Views
1K
Replies
4
Views
660
  • Calculus and Beyond Homework Help
Replies
5
Views
2K
  • Linear and Abstract Algebra
Replies
5
Views
33K
  • General Math
Replies
4
Views
733
Back
Top