the probability of getting a head on flipping a biased coin is p. the coin is flipped n times producing a sequence containing m heads and (n-m) tails what is the probability of obtaining this sequence from n flips.
i cant understand the wording
the probability of getting a head on flipping a biased coin is p. the coin is flipped n times producing a sequence containing m heads and (n-m) tails what is the probability of obtaining this sequence from n flips.
i cant understand the wording
I've moved this thread since our advanced forum is for calculus based stats.
A few things we need to observe:
The probability of getting heads is:
$ \displaystyle P(H)=p$
Now, we know that it is certain that we will either get heads or tails, so we may state:
$ \displaystyle P(H)+P(T)=1\implies P(T)=1-P(H)=1-p$
So, the probability of getting $m$ heads is:
$ \displaystyle P\left(H_m\right)=p^m$
And the probability of getting $n-m$ tails is:
$ \displaystyle P\left(T_{n-m}\right)=(1-p)^{n-m}$
Next we need to look at the number $N$ of ways to choose $m$ from $n$:
$ \displaystyle N={n \choose m}$
Can you put all this together to find the requested probability?
when i put this all together i get (n ncr m)*p*(1-p)^n-m however at the back of the book it says the answer is p^m(1-p)^n-m
What I get is:
$ \displaystyle P(X)={n \choose m}p^m(1-p)^{n-m}$
And this agrees with the binomial probability formula.
This is the probability of getting any sequence with $m$ heads, for any particular such sequence, then it would be:
$ \displaystyle P(X)=p^m(1-p)^{n-m}$