How to calculate the best way to fill out this test?

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Discussion Overview

The discussion revolves around strategies for maximizing scores on a multiple-choice test with specific scoring rules: correct answers yield 6 points, blank answers yield 1.5 points, and wrong answers yield 0 points. Participants explore different approaches based on varying goals, such as maximizing expected points or the probability of achieving a perfect score.

Discussion Character

  • Debate/contested
  • Mathematical reasoning
  • Conceptual clarification

Main Points Raised

  • Some participants suggest that to maximize expected points, one should answer questions as soon as they can eliminate one incorrect option, as this yields an average of 1.5 points, the same as leaving it blank.
  • Others argue that if the goal is to maximize the probability of achieving a perfect score, it may be better to answer all questions, even if unsure, since leaving a question blank eliminates the chance of getting it right.
  • One participant calculates expected points based on the number of eliminated answers, indicating that guessing among fewer options can yield higher expected points than leaving answers blank.
  • Another participant expresses confusion regarding the strategy of maximizing the probability of getting 100% by filling in all answers, noting that leaving a question blank guarantees some points.
  • Some participants discuss the implications of knowing answers versus guessing, suggesting that if one is confident about most answers, guessing the remaining may be justified, while uncertainty could lead to different strategies.
  • A later reply emphasizes that guessing all answers may be the best strategy when aiming for a minimum passing score, especially when unsure of the answers.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the best strategy, as differing views on maximizing scores versus achieving a perfect score remain. There is ongoing debate about the effectiveness of guessing versus leaving answers blank, depending on the test-taker's confidence in their knowledge.

Contextual Notes

Participants highlight various assumptions, such as the number of known answers and the implications of guessing strategies on overall scoring. The discussion reflects uncertainty regarding optimal strategies based on different scoring goals.

Head_Unit
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25 questions, multiple choice, 5 choices per question.
Correct = 6 points
blank = 1.5 points
wrong = 0 points.

I should know how to do this, but have a cold and simply can't wrap my head around it…

Danke Schoen!
 
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Depends on your target.
If you want to maximize the expected points, answer as soon as you can exclude 1 answer (then you get on average (0+0+0+6)/4=1.5 points, the same as leaving it blank).
If you want to maximize the probability of getting 100%, fill in everything (just as an example that there can be different strategies for different targets).
 
I think this is what you are looking for.
Working out the probable expectation points for the rest of the possible situations...

Looks like if you can identify and eliminate 1 or more answers as incorrect,
guessing among those remaining is as good or better than leaving it blank.

6 points for correct
same as guessing among 1 when all 4 wrong answers are eliminated

3 points for guessing among 2
1/2 x 6 = 3
this is guessing after eliminating 3 of the answers

2 points for guessing among 3
1/3 x 6 = 2
this is guessing after eliminating 2 of the answers

1.5 points for guessing among 4
1/4 x 6 = 1.5
this is guessing after eliminating 1 of the answers

1.5 points for leaving blank

1.2 points for guessing among 5
1/5 x 6 = 1.2
this is guessing without eliminating any answers

0 points for wrong
Get well soon...

edit... mfb, I'm unclear on the "...maximize the probability of getting 100%, fill in everything..." strategy. Leaving it blank is 1.5 points, but guessing without elimination is 1.2 points.
 
bahamagreen said:
edit... mfb, I'm unclear on the "...maximize the probability of getting 100%, fill in everything..." strategy. Leaving it blank is 1.5 points, but guessing without elimination is 1.2 points.
If you leave one blank, you cannot reach 100% any more.

In the same way, to optimize the probability to get at least 25%, don't fill in anything.
 
I'm was feeling a conflict between the strategy for making the highest possible score and the one you suggest for the best chance to make 100%... I think you are right, but it didn't feel right. :)

If you know the answer to 24 of 25, then you might justify "going for it" and guessing that one rather than leaving it blank. But the fewer you know you have right, the less likely this would work. The extreme case of going in clueless and not knowing any of the answers would require one to guess correctly all 25 times.

I think that would be p=(1/5)^25 or 1 out of almost 300 quadrillion.

I'm thinking that if you graphed both strategies (probability of scoring 100% over number of answers not known) that the max score strategy will start at 0% and remain flat because of choosing a blank over a total guess. The no-blanks strategy starts at .2 with one unknown answer, and approaches (1/5)^25 with subsequent unknown answers. So you are correct.

But, if you plot probable scores rather than probability of 100%, the max score strategy starts off at .25 and remains flat at .25, but the no-blanks method starts at .2 and fall fast.

If I did this is right (?), I'm surprised you are correct. I would not have seen it that way, Thanks.
 
bahamagreen said:
If you know the answer to 24 of 25, then you might justify "going for it" and guessing that one rather than leaving it blank. But the fewer you know you have right, the less likely this would work. The extreme case of going in clueless and not knowing any of the answers would require one to guess correctly all 25 times.
If you just have "get 100% or fail", guessing all is still the best option, because leaving a question blank gives you a probability of zero.

To make a more realistic example: If the test is "get at least 40% or fail" and you have no idea about the answers, guessing all should be the best strategy (and it is clear that guessing some answers is necessary). You need 10 correct answers, with expected 5 - this gives a ~2% chance to pass.
 

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