Discrete Probability Distribution

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Discussion Overview

The discussion revolves around a word problem related to discrete probability distributions, specifically in the context of a game show scenario involving different monetary prizes and penalties. Participants explore how to formulate a solution using probability concepts, particularly focusing on expected value.

Discussion Character

  • Exploratory
  • Mathematical reasoning
  • Homework-related

Main Points Raised

  • One participant expresses confusion about how to approach the problem and formulate a solution, questioning whether it is opinion-based.
  • Another participant suggests that expected value is relevant to the problem, indicating a potential method for analysis.
  • A third participant notes that the current week's material covers various continuous distributions and questions the applicability of these concepts to the discrete problem presented.
  • A later reply proposes a specific probability distribution for the game, defining the random variable $X$ and calculating the expected value $\mathbb{E}[X]$ as $431.25$, comparing it to the sure prize of $400.
  • One participant acknowledges the clarity brought by the expected value equation and notes their group's progress in determining probabilities.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the applicability of discrete versus continuous distributions to the problem. There is a mix of confusion and clarity regarding the formulation of the solution, with some participants supporting the use of expected value while others question the relevance of the week's material.

Contextual Notes

There are limitations regarding the assumptions made about the game structure and the interpretation of the problem, as well as the potential misunderstanding of the distribution types involved.

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Okay, my online class has posed another word problem and I cannot seem to understand this week's material or how to formulate a solution.

Here it is:
Imagine you are in a game show, a money give-away! There are 4 prizes hidden on a game board with 16 spaces. One prize is worth \$4000, another is worth \$1500, and two are worth \$1000.

But, wait! You are also told that, in the rest of the spaces, there will be a bill of \$50 that you have to pay to the host as a penalty for not making the "wise" choice.

Choice #1: You are offered a sure prize of $400 cash, and you just take the money and walk away. Period. No question asked...
Choice #2: Take your chance and play the game...

What would be your choice? and why?

I cannot understand how to make this problem into a legitimate formula. It seems like opinion.

what would a sample look like? any guidance would be great. I am in communication with my student group now but no one has a starting point.
 
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I know the title of this thread is "Discrete Probability Distribution" but wouldn't expected value apply here?

By the way, you can correct the formatting of your post by preceding all \$ signs by a \.
 
I think that is why I am so confused. This week's material covers Continuous Distribution, Normal Distribution, Z-Score, The Standard Normal Distribution, Application of Normal Distributions, Normal as Approximation to Binomial Distribution, and The Central Limit Theorem. None of these seem to apply to the word problem, which was posted with the title "Discrete Probability Distribution ?" - maybe the question marks literally mean it's not discrete probability distribution problem.
 
I will suppose you play one time. Let $X$ be your gain after one play. Since there are $16$ different spaces you have the following distribution for $X$
$$X = \left \{ \begin{array}{lllll} 4000, \quad p = \frac{1}{16} \\ 1500, \quad p = \frac{1}{16} \\ 1000, \quad p = \frac{2}{16} \\ -50, \quad p = \frac{3}{4} \end{array} \right.$$
Let us now compute $\mathbb{E}[X]$, that is,
$$\mathbb{E}[X] = 4000\left(\frac{1}{16}\right)+1500 \left(\frac{1}{16}\right)+ 1000 \left(\frac{2}{16}\right)-50 \left(\frac{3}{4}\right) = 431.25$$
What would you choose? When you walk away from the game you have a certain profit of $400 \$$. However, when you play the game, you expect to win $431.25 \$$.
 
Thank you! This expected value equation makes much more sense now! Our group was halfway there with determining the probability but didn't follow through with multiplying the value to the probability.
 

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