Exploring the Binomial Coefficient Formula: n choose k | Homework Explanation

In summary, The formula for {n \choose k} is equal to n!/(k!(n-k)!) because it is a simple closed form expression that summarizes the expanded form n \cdot (n-1) \cdots (n-k+1)/k(k-1)...1 and is used in order to simplify calculations.
  • #1
Physicsissuef
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0

Homework Statement



How is possible this equality:

[tex] {n \choose k} = \frac{n \cdot (n-1) \cdots (n-k+1)}{k(k-1)...1} = \frac{n!}{k!(n-k)!}[/tex]

? I mean where the second part [tex]\frac{n!}{k!(n-k)!}[/tex] comes from?

Homework Equations





The Attempt at a Solution

 
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  • #2
[tex] n! = n \cdot (n-1) \cdot (n-2) \cdot \cdot \cdot (n-k-1) \cdot (n-k-2) \cdot \cdot \cdot 3 \cdot 2 \cdot 1 = n \cdot (n-1) \cdot (n-2) \cdot \cdot \cdot (n-(k-1)) \cdot (n-k)![/tex]

[tex] k! = k \cdot (k-1) \cdot (k-2) \cdot \cdot \cdot 2 \cdot 1 [/tex]


So we get:

[tex] \frac{n!}{(n-k)!} = n \cdot (n-1) \cdot \cdot \cdot n-k+1 [/tex]
 
  • #3
multiply the first bit by (n-k)!/(n-k)! :smile:
 
Last edited:
  • #4
Ok, I understand about:

[tex]
\frac{n!}{(n-k)!} = n \cdot (n-1) \cdot \cdot \cdot n-k+1
[/tex]
But still I can't understand why n! is written like that..
 
  • #5
Physicsissuef said:
Ok, I understand about:

[tex]
\frac{n!}{(n-k)!} = n \cdot (n-1) \cdot \cdot \cdot n-k+1
[/tex]
But still I can't understand why n! is written like that..

Note that:

[tex] {n \choose k} \neq \frac{n!}{k!} [/tex]

The definition is the one in your first post.
 
  • #6
Physicsissuef said:
Ok, I understand about:

[tex]
\frac{n!}{(n-k)!} = n \cdot (n-1) \cdot \cdot \cdot n-k+1
[/tex]
But still I can't understand why n! is written like that..
Written like what?

You started by saying that you understand that
[tex] {n \choose k} = \frac{n \cdot (n-1) \cdots (n-k+1)}{k(k-1)...1}[/tex]
but did not understand why
[tex]\frac{n \cdot (n-1) \cdots (n-k+1)}{k(k-1)...1}= \frac{n!}{k!(n-k)!}[/tex]
That is what was just explained. It is written "that way" in order to give a simple closed form expression to
[tex]\frac{n \cdot (n-1) \cdots (n-k+1)}{k(k-1)...1}[/tex]
"without the dots".
 

FAQ: Exploring the Binomial Coefficient Formula: n choose k | Homework Explanation

What is the binomial coefficient formula and how does it work?

The binomial coefficient formula, also known as "n choose k", is a mathematical formula used to calculate the number of possible combinations that can be made from a set of n objects, when selecting k objects at a time. It is represented by the symbol ${n \choose k}$ and can be calculated using the formula ${n \choose k} = \frac{n!}{k!(n-k)!}$, where n! represents the factorial of n. This formula works by dividing the total number of possible permutations (n!) by the number of ways that k objects can be arranged (k!) and the remaining objects can be arranged (n-k)!. This gives us the total number of combinations.

What is the significance of the binomial coefficient formula in probability and statistics?

The binomial coefficient formula is an important tool in probability and statistics as it allows us to calculate the number of possible outcomes in a given situation. It is commonly used in situations where we need to calculate the probability of getting a certain number of successes in a series of trials. For example, flipping a coin 3 times and getting exactly 2 heads. This formula also helps us understand the concept of combinations, which is essential in many statistical analyses.

How do you interpret the values of n and k in the binomial coefficient formula?

In the binomial coefficient formula, n represents the total number of objects in a set and k represents the number of objects we are selecting from that set. For example, if we have a set of 5 different colored balls and we want to select 3 of them, n would be equal to 5 and k would be equal to 3. It is important to note that n must always be greater than or equal to k in order for the formula to work.

What are some real-world applications of the binomial coefficient formula?

The binomial coefficient formula has many real-world applications, especially in fields such as economics, genetics, and computer science. It can be used to calculate the probability of winning in a game of chance, determine the number of possible outcomes in genetic crosses, and calculate the number of ways to arrange data in a computer program. It is also commonly used in quality control and market research to understand and analyze data.

Are there any limitations or restrictions to using the binomial coefficient formula?

One limitation of the binomial coefficient formula is that it can only be applied to situations where the outcomes are independent and equally likely. This means that each outcome has the same probability of occurring and the outcomes do not affect each other. Additionally, the formula can only be used for whole numbers and can become computationally intensive for large numbers. In such cases, approximations or other methods may be used instead.

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