A statistics assignment (Binomial distribution)

Click For Summary

Homework Help Overview

The discussion revolves around a statistics assignment focusing on the binomial distribution, specifically analyzing business bankruptcies in the construction sector in Denmark from 2009 to 2011. Participants are tasked with exploring the conditions under which the number of bankruptcies can be modeled as a binomial distribution and addressing various statistical calculations related to this scenario.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation, Assumption checking

Approaches and Questions Raised

  • Participants discuss the assumptions necessary for the binomial distribution, including independence and identical probability of success. There is uncertainty about whether the conditions for a binomial distribution are met, particularly regarding the independence of outcomes and the constancy of probabilities. Some participants question how to calculate variance and the implications of using different formulas for variance in different contexts.

Discussion Status

The discussion is ongoing, with participants providing insights and corrections to each other's calculations. Some have offered guidance on interpreting the data and the implications of using averages over multiple years. There is a recognition of the complexity involved in applying statistical concepts correctly, particularly in relation to variance and the assumptions of the binomial model.

Contextual Notes

Participants note the challenge of translating the assignment and the potential for misunderstandings due to language barriers. There is also a discussion about the implications of using data from multiple years and how that affects the calculations of variance and estimates.

  • #31
Wrong? Np(1-p) and (N/Y) p(1-p) are both valid for the things they're valid for :smile:.

Haha!

No, we're not adding a variance for a number of bankruptcies to a variance for a probability! That would make no sense. We want to add two variance components for the number of bankruptcies, but one is a consequence of a variance for a probability. So it isn't p(1-p)/N or p(1-p)/NY. It will have the same order of magnitude as N. Neither is in itself the variance of the expected number in 2014. You have to add them to get that.
Sorry, but I don't feel you're reading my posts very carefully. I keep having to make the same points. I understand you're a bit fed up with this assignment. Would you prefer to do something else for a while and go back through the thread when you've more time? I'll still be here :wink:.

"consequence of a variance for a probability." and " It will have the same order of magnitude as N.". I feel like I'm sitting in a rowboat in the middle of the Atlantic ocean when reading this, haha!

I'm sorry. I've been skimming through your posts too often to count. I agree, tonight I've maybe not read your posts thoroughly (which is rude, since you put aside time to help me, so I apologize for that), but earlier this week I was struggling to understand it all. But I'm on a deadline. The assignment has to be delivered in 6 hours, and it's 05:53am here, so I have not much time haha. Oh well, I know where to find(pester) you when I'll receive my next assignment. ;)
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
Replies
4
Views
2K
Replies
2
Views
1K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 30 ·
2
Replies
30
Views
5K
Replies
1
Views
2K
  • · Replies 13 ·
Replies
13
Views
7K
  • · Replies 1 ·
Replies
1
Views
6K
  • · Replies 27 ·
Replies
27
Views
4K