Solving Probability Problems with Discrete Distributions

Click For Summary
SUMMARY

The discussion focuses on solving probability problems involving discrete distributions, specifically in the context of a school sports day timekeeping group. The key calculations include forming timekeeping groups from 5 teachers and 16 students, resulting in 160,160 combinations. The probability of selecting a group of 10 boys from the students is given as 3/364, leading to the conclusion that there are 12 boys among the 16 students. The participants emphasize the importance of using the correct distribution formulae, particularly the binomial distribution, to solve these problems accurately.

PREREQUISITES
  • Understanding of combinatorial mathematics, specifically combinations (nCr)
  • Familiarity with discrete probability distributions, including binomial distribution
  • Knowledge of basic probability concepts and calculations
  • Ability to apply probability formulas to real-world scenarios
NEXT STEPS
  • Study the principles of combinatorial mathematics and practice calculating combinations
  • Learn about the binomial distribution and its applications in probability problems
  • Explore the derivation and application of probability formulas in discrete distributions
  • Practice solving real-world problems using discrete probability distributions
USEFUL FOR

Students studying probability and statistics, educators teaching discrete distributions, and anyone interested in applying combinatorial methods to solve practical problems in probability.

chrisyuen
Messages
55
Reaction score
0

Homework Statement



At a school sports day, the timekeeping group for running events consists of 1 chief judge, 1 referee and 10 timekeepers. The chief judge and the referee are chosen from 5 teachers while the 10 timekeepers are selected from 16 students.

(a) How many different timekeeping groups can be formed?
(b) If it is possible to have a timekeeping group with all the timekeepers being boys, what are the possible numbers of boys among the 16 students?
(c) If the probability of having a timekeeping group with all the timekeepers being boys is 3 / 364, find the number of boys among the 16 students.

(Answers:
(a) 160160;
(b) 10, 11, 12, 13, 14, 15, 16
(c) 12)

Homework Equations



Formulae for Bernoulli, Binomial, Geometric & Poisson Distributions

The Attempt at a Solution



I don't know how to solve part (c) of the question.

I tried:

xC10 / 16C10 = 3 / 364

and x can be found as 12.

I don't know if the above method is correct or not.

However, the question should be solved using the distribution formulae.

Another attempt:

x: number of boys within the 16 students

P(Boys) = x / 16

16C10 (x / 16)10 (1 - x / 16)6 = 3 / 364

But the x found is not correct.

Can anyone tell me how to solve it?

Thank you very much!
 
Last edited:
Physics news on Phys.org
I think the second attempt is wrong, because you are using the binomial distribution there (why doesn't it apply?)

The first approach, although possible not worked out entirely correct, seems better. So let x be the number of boys in 16 students. You have to choose 10 students from the 16. What is the probability that they are all boys?
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 23 ·
Replies
23
Views
4K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
3
Views
1K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 21 ·
Replies
21
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K