What is Considered an Unusual Event in Probability?

  • Thread starter Thread starter mateomy
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

The discussion centers on defining what constitutes an "unusual event" in probability, particularly in the context of a textbook that lacks clear numerical parameters. Participants agree that the interpretation of unusualness is context-dependent, with suggested thresholds such as 0.05 probability indicating unusual events. The conversation also highlights the subjective nature of probability language, where terms like "unlikely" and "almost never" can misrepresent real-world occurrences, especially in high-frequency scenarios like surgical procedures.

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with probability distributions, particularly normal distribution
  • Knowledge of statistical significance thresholds
  • Ability to interpret probability language in context
NEXT STEPS
  • Research the concept of statistical significance and its thresholds in hypothesis testing
  • Explore the implications of probability in real-world scenarios, such as medical statistics
  • Learn about normal distribution and its applications in probability
  • Investigate the use of probability language in academic and practical contexts
USEFUL FOR

Students of statistics, educators teaching probability concepts, and professionals in fields requiring risk assessment and decision-making based on probabilistic outcomes.

mateomy
Messages
305
Reaction score
0
This isn't really a complex question more of a problem of definition. The questions I'm getting in my book are asking me to compute probabilities of various circumstances and then it asks after each one if the occurrence of the event is usual or unusual. The book has a graphic which is showing at a value of probability 1 the event will definitely occur and at 0.5 it is a 50/50 chance and then right near zero is says unlikely to occur, and of course at 0 the event is impossible. Elsewhere in the paragraph it mentions a probability of 1/1000 as being "very unlikely" but it doesn't define an "unusual event" with any sort of numerical parameter. What should I conclude then as an unusual event? Less than 0.05?

Thanks.
 
Physics news on Phys.org
Context is everything - seems you are being asked for a value judgement.
What is usual or unusual will depend on the circumstances.

Over here we give students language like:
99% = "almost certain"
95% = "likely"
68% = "probable"
34% = "possible"
5% = "unlikely"
1% = "almost never"
... for normally distributed stats.

But it's all hogwash ... if a surgical procedure has a 1% chance of killing the patient but it gets performed 1000s of times a day then deaths from this procedure are very common and saying it "almost never" happens would be silly.
 
Good call. Just didn't know if I was missing something key within the text. Thank you.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 13 ·
Replies
13
Views
4K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 7 ·
Replies
7
Views
5K
Replies
7
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K