00:01
Okay, in this question, we're asked about a probability density function, p of r equals 4 over a cubed r squared e to negative 2r over a for r greater than equal to zero.
00:22
All right.
00:24
First part asks to show that this is a pdf, and the way you do that is by evaluating the integral and seeing a it comes out to 1.
00:34
So let's take the integral from 0 to infinity of 4 over a cubed, s squared, e to the negative, 2s over a, ds.
00:51
In order to do this, you're going to want to use integration by parts, and i'm going to let u equal 4s squared over a cubed, d u equals 8 s over a cubed d s dv equals e to the negative 2 s over a dv equals e to the negative 2 s over a d s and v equals negative a over 2 e to negative 2 s over a.
01:26
So if we plug this into the formula, we'll get this equals uv which is going to be negative 2 s squared over a squared e to the negative 2 s over a minus the integral of v du you which is going to be negative 4 s over a squared e to the negative 2s over a d s and i will take this minus sign that's in the integral and bring it out front to make this a plus.
02:11
And now this integral here is again going to be an integration by parts.
02:20
So let's see.
02:24
We're going to have u equals 4s over a squared.
02:31
That makes du equal to 4 over a squared.
02:37
Dv equals e to the negative 2 s over a d s so that makes v equal to negative a over 2 e to negative 2 s over a and for this integral by itself we're going to have uv which is negative 2 s over a a to negative 2 s over a minus the integral of v, du, which is negative 2 over a, e to negative 2s over a, ds.
03:20
Once again, i'm going to take this minus sign to the front.
03:28
And the last integral here, this you can just evaluate with u -sub.
03:36
That's going to come out to be plus negative e to negative 2s over a.
03:46
Okay.
03:51
So now we can take all this and plug it back up here and we get that our final integral equals negative 2 s squared over a squared e to negative 2 s over a then we have a minus 2 s over a e to negative 2 s over a and then lastly minus e to negative 2 s over a we want to evaluate this from zero to infinity.
04:28
When we plug it in infinity, all the exponentials go to zero, because there's a negative infinity and the exponent.
04:38
And then when we plug in zero, all the s's go to zero.
04:43
And so the only thing that we have left is this part here, which means we're going to have a zero minus negative e to the zero is minus one.
04:54
So this does, in fact, equal one.
04:57
And so p of r is a pdf.
05:04
Okay.
05:09
Okay.
05:09
For the next part, we're asked for the limit as our approach is infinity of pr.
05:21
And this one, because p has the negative exponential, the lump's going to be zero.
05:32
You can do this about doing lopi toll's rule or whatever method you're comfortable with.
05:38
But this should make sense because we know this is a probability distribution.
05:43
Eventually the probability has to go to zero.
05:46
Okay.
05:48
The next part says, for what value of r does pr have its maximum value? so we can solve that by saying the derivative equal to zero.
05:59
So ddr of this expression for, over a cubed, r squared, e to the negative to r over a.
06:14
Now we have to use the product rule.
06:17
So let's do the derivative of the first.
06:20
That's going to be 8r a cubed, each negative to r over a, plus the first times the derivative of the second...