Conditional probability problem

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SUMMARY

The discussion centers on calculating probabilities using the binomial distribution in a voting scenario where 45% of a population supports political block A. The correct formulas are established: P(X = r) = K(n, r) * p^r * (1-p)^(n-r), with K(10, 5) yielding a probability of 0.23 for exactly 5 votes for block A. Additionally, the probability of no votes for block A is derived as P(X = 0) = 1 - P(X = 5), reinforcing the understanding of complementary probabilities in binomial distributions.

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  • Understanding of binomial distribution and its applications
  • Familiarity with binomial coefficients
  • Basic knowledge of probability theory
  • Experience with Excel functions, specifically =BINOMDIST
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  • Learn how to calculate binomial coefficients using combinatorial formulas
  • Explore the use of Excel for statistical analysis, particularly the BINOMDIST function
  • Investigate the concept of complementary probabilities in various scenarios
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MathMan2022
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Homework Statement
45% of the population is said to for a certain political block A at an election. 10 people are sampled.

a) Whats the prob that 5 of them vote block A?

b) What the prob that none of them vote block A?
Relevant Equations
P(A and B) = P(A) * P(B)
P(Not B) = 1 - P(B)
A) P(A and B) = 0.45 * 5/10
B P(Not B) = 1 - ( 0.45 * 5/10)

Is it like this?
 
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MathMan2022 said:
Homework Statement:: 45% of the population is said to for a certain political block A at an election. 10 people are sampled.

a) Whats the prob that 5 of them vote block A?

b) What the prob that none of them vote block A?
Relevant Equations:: P(A and B) = P(A) * P(B)
P(Not B) = 1 - P(B)

A) P(A and B) = 0.45 * 5/10
B P(Not B) = 1 - ( 0.45 * 5/10)

Is it like this?
It's nothing like that. What have you learned about probability theory so far? Have you heard the term binomial coefficients?
 
PeroK said:
It's nothing like that. What have you learned about probability theory so far? Have you heard the term binomial coefficients?
Oh its like that? Yes I have heard of that.

P(X = r) = K(n,r)*p^r*(1-p)^(n-r) right?
 
So
a) P(X = 5) = K(10, 5)*0.45^5*(1 - 0.45)^(10 - 5)= 0.23
b) P(X = no votes) = 1- P(X=5) = 1-0.23
 
MathMan2022 said:
So
a) P(X = 5) = K(10, 5)*0.45^5*(1 - 0.45)^(10 - 5)= 0.23
That looks a lot better.
MathMan2022 said:
b) P(X = no votes) = 1- P(X=5) = 1-0.23
Why would no votes be the complement of 5 votes? That's the probability of any number of votes except 5.
 
If 45% is sampled to vote for block A. Then 55 % must non voters for block A?
 
MathMan2022 said:
If 45% is sampled to vote for block A. Then 55 % must non voters for block A?
No, it means that 55% don't vote for block A.
 
MathMan2022 said:
If 45% is sampled to vote for block A. Then 55 % must non voters for block A?
Look at it this way, suppose you change part a) to calculate ##P(X = 4)##. Would your answer to part b) change to ##P(X = 0) = 1 - P(X = 4)##?
 
PeroK said:
Look at it this way, suppose you change part a) to calculate ##P(X = 4)##. Would your answer to part b) change to ##1 - P(X = 4)##?
That would that is the prob that 4 people or less voted for block A?
 
  • #10
MathMan2022 said:
That would that is the prob that 4 people or less voted for block A?
No, that would be the probability that 0, 1, 2, 3, 5, 6, 7, 8, 9 or 10 people vote for block A. Any number but ##4##. Note that we have:
$$\sum_{n = 0}^{10} P(X = n) = 1$$
 
  • #11
PeroK said:
No, that would be the probability that 0, 1, 2, 3, 5, 6, 7, 8, 9 or 10 people vote for block A. Any number but ##4##. Note that we have:
$$\sum_{n = 0}^{10} P(X = n) = 1$$
Then that would be P(X=0) I am searching for? Because that would be the prob that non of the 10 voted for block A.
 
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  • #12
MathMan2022 said:
Then that would be P(X=0) I am searching for? Because that would be the prob that non of the 10 voted for block A.
Yes, exactly.
 
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  • #13
Here's a tip. The Excel spreadsheet has a binomial distribution function (and other useful statistical things). For example, if you type:

=BINOMDIST(5, 10, 0.45, FALSE)

Then, you'll get the answer ##0.23##.

See the Excel help pages for more information.
 
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  • #14
You can do the exact same thing for 0 people that you did for 5 people.
 
  • #15
This is not conditional probability. It's plain ordinary probability.
 
  • #16
Although you don’t need binomial for zero, it’s analogous to flipping heads ten times in a row (as there is only one combination)
 

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