Probability of Correctly Answering 1 of 4 Questions

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Discussion Overview

The discussion revolves around the probability of correctly answering multiple-choice questions, specifically focusing on a scenario with one objective question having four choices and extending to four such questions. Participants explore the implications of probability calculations in this context, including the concepts of getting at least one question correct versus exactly one question correct.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • Some participants assert that the probability of getting one question correct from four questions is not 1, but rather remains at 1/4 for each question.
  • Others propose that the probability of getting at least one question correct can be calculated by finding the complement of getting all questions wrong.
  • One participant suggests calculating the probability of getting exactly one question correct using a specific formula, yielding a result of 27/64.
  • Another participant emphasizes that the expected number of correctly answered questions is not a single number but rather a probability distribution chart.
  • There is a suggestion that the original question lacks clarity, leading to confusion about what is being asked regarding the probability and expected values.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the interpretation of the original question or the correct probability calculations, with multiple competing views presented throughout the discussion.

Contextual Notes

Some participants note that the original question could be interpreted in various ways, leading to different probability outcomes. There is also mention of the need for a clearer understanding of expectation values and probability distributions.

Who May Find This Useful

This discussion may be useful for individuals interested in probability theory, particularly in the context of multiple-choice questions and expected values in statistics.

Yh Hoo
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What is probability??

If i have 1 objective question with four multiple choices. The probability of getting 1 question correct is 1/4. But how if i did 4 question, the probability of getting 1 question correct = 1.
What is meant by that?? That means i definitely will have one question done correctly amongst 4 questions ?
 
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the probability of getting 1 question correct = 1.

No the probability is still 1 in 4.

There are now 16 total possible answers (4 for each of 4 questions) and only 4 correct ones.

So the probability of a correct answer is 4 in 16 or 1 in 4.
 
Last edited:


Your question isn't clear. You say you have "1 objective question" and then you ask about 4 questions.

Let's suppose you have 4 questions and that each question has 4 choices. We will assume each question has only one correct choice and that you pick a choice at random.

The probability of getting a given question correct is 1/4.

The probability of getting at least one correction correct out of 4 questions can be calculated by computing 1.0 minus the probability of missing all 4 questions.

You can also compute the probability of getting at least one question correct by using the formula for the probability of a union of events. But this formula does not say to compute (1/4 + 1/4 + 1/4 + 1/4).

Look up the formula in your course materials. They should explain formulas such as

[itex]P(A \cup B) = P(A) + P(B) - P(A \cap B)[/itex]
[itex]P(A \cup B \cup C) = P(A) + P(B) + P(C) - P(A \cap B) - P(A \cap C) - P(B \cap C) + P(A \cap B \cap C)[/itex]
etc.
 


As I interpret you, you are asking that since the probability of getting a question right is 1/4, mustn't the probability of getting a question right out of 4 question be 4*1/4? The answer is no, you can't add up those probabilities like that.

This is how you do it: what is the probability for getting no answers correctly? The complement of this is to get at least one answer correctly. So if we call the probability for getting no answer correct p, then the probability you are looking for is 1-p.
 


To be more specific, just using exactly what has already been stated, the chance of getting one question wrong is .75 so the chance of getting all 4 questions wrong is .75^4 which is about 32%. Conversely, that means that the chance of NOT getting all 4 wrong is about 68% and that is the same as saying the odds of your get AT LEAST one right is 68%. If you want the odds of getting EXACTLY one right, it's different and I'll leave that one up to you.
 


Yh Hoo said:
If i have 1 objective question with four multiple choices. The probability of getting 1 question correct is 1/4. But how if i did 4 question, the probability of getting 1 question correct = 1.
Where did you get that? As others have said "1 question correct" can have many interpretations but for NONE of them is the probability 1. If you mean "exactly one question correct, the probability is [itex]4(1/4)(3/4)^3= 27/64[/itex] which is 0.421875. If you mean "at least one question correct", the probability is [itex]1- (3/4)^4= 1- 81/256= 0.68359375[/itex].

What is meant by that?? That means i definitely will have one question done correctly amongst 4 questions ?
Well, you know that isn't going to happen don't you! (If I had 4 questions and picked each of four possible responses for each, at random, I would probably get all four wrong!)
 


Thanks, guys, for showing me something.
 


Yh Hoo said:
If i have 1 objective question with four multiple choices. The probability of getting 1 question correct is 1/4. But how if i did 4 question, the probability of getting 1 question correct = 1.
What is meant by that?? That means i definitely will have one question done correctly amongst 4 questions ?


No, there is still the possibility of getting 0 correct.
 


Sorry everyone! I think i am supposed to ask in this way. A objective question has 4 multiple choices. If a student do 4 objective questions by picking 1 of the 4 choices randomly, what is the number of correctly-done question expected for him ??
 
  • #10


Yh Hoo said:
Sorry everyone! I think i am supposed to ask in this way. A objective question has 4 multiple choices. If a student do 4 objective questions by picking 1 of the 4 choices randomly, what is the number of correctly-done question expected for him ??

The answer to THAT question is not a number, it a probability distribution chart showing values for 0, 1, 2, 3, 4
 
  • #11


phinds said:
The answer to THAT question is not a number, it a probability distribution chart showing values for 0, 1, 2, 3, 4

From what is asked (my bold) it looks like he is asking for the expectation value, which is a number.

Yh Hoo said:
Sorry everyone! I think i am supposed to ask in this way. A objective question has 4 multiple choices. If a student do 4 objective questions by picking 1 of the 4 choices randomly, what is the number of correctly-done question expected for him ??

Do you know how to calculate an expectation value for a probability distribution?
 
  • #12


daveb said:
From what is asked (my bold) it looks like he is asking for the expectation value, which is a number.

It's not at all clear to me that he has any idea what he is asking for. I'm pretty he IS asking for a number but has no understanding of what that number would represent.

Yh Hoo, it looks to me like you need to study some fundamentals of finite math.
 

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