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Statistics as level cie math question ?please help

It is given that Y N(33, 21). Find the value of a given that P(33 a < Y < 33 + a) = 0.5.?

Please explain thoroughly. I do not get it , any kind of help would be great
Original post by Sammysammy99
It is given that Y N(33, 21). Find the value of a given that P(33 a < Y < 33 + a) = 0.5.?

Please explain thoroughly. I do not get it , any kind of help would be great


First of all, draw a nice sketch of the normal distribution for Y, marking on the mean.

You should notice that the region 33a<Y<33+a33-a < Y < 33+a is actually symmetrical about the mean, which means that the probabilities P(33a<Y<33)P(33-a < Y < 33) and P(33<Y<33+a)P(33<Y<33+a) are indeed the same.

This means we only need to focus on one of them if we can.
Indeed we can because know that

Unparseable latex formula:

\begin{aligned} P(33-a < Y < 33+a) & = P(33-a < Y < 33) + P(33 < Y < a+33) \\ & = 2P(33 < Y < 33+a) = 0.5



This implies that we have P(33<Y<33+a)=0.25P(33 < Y < 33+a) = 0.25.

We can also rewrite the LHS by saying that P(33<Y<33+a)=P(Y<33+a)P(Y<33)P(33 < Y < 33+a) = P(Y<33+a) - P(Y < 33) hence we have P(Y<33+a)0.5=0.25P(Y<33+a) - 0.5 = 0.25 hence P(Y<33+a)=0.75P(Y < 33+a) = 0.75

From here it should be straight-forward to determine aa such that P(Y<33+a)=0.75P(Y < 33+a) = 0.75 holds.
(edited 6 years ago)
Original post by RDKGames
First of all, draw a nice sketch of the normal distribution for Y, marking on the mean.

You should notice that the region 33a<Y<33+a33-a < Y < 33+a is actually symmetrical about the mean, which means that the probabilities P(33a<Y<33)P(33-a < Y < 33) and P(33<Y<33+a)P(33<Y<33+a) are indeed the same. This means we only need to focus on one of them if we can.
Indeed we can because know that P(33a<Y<33+a)=P(33a<Y<33)+P(33<Y<a+33)=2P(33<Y<33+a)=0.5P(33-a < Y < 33+a) = P(33-a < Y < 33) + P(33 < Y < a+33) = 2P(33 < Y < 33+a) = 0.5

This implies that we have P(33<Y<33+a)=0.25P(33 < Y < 33+a) = 0.25. We can also rewrite the LHS by saying that P(33<Y<33+a)=P(Y<33+a)P(Y<33)P(33 < Y < 33+a) = P(Y<33+a) - P(Y < 33) hence we have P(Y<33+a)0.5=0.25P(Y<33+a) - 0.5 = 0.25 hence P(Y<33+a)=0.75P(Y < 33+a) = 0.75

From here it should be straight-forward to determine aa such that P(Y<33+a)=0.75P(Y < 33+a) = 0.75 holds.


Thank you very much , I really appreciate all that , I get it , but the only question is that is p(y<33) equal to 0.5? Thank u again , really helpful
Original post by Sammysammy99
Thank you very much , I really appreciate all that , I get it , but the only question is that is p(y<33) equal to 0.5? Thank u again , really helpful


Because 33 is the mean, and in normal distribution the mean=mode=median.
Original post by Sammysammy99
Thank you very much , I really appreciate all that , I get it , but the only question is that is p(y<33) equal to 0.5? Thank u again , really helpful


Because 33 is the mean, and we know that normal distribution is symmetrical about the mean which means that the probability is 50% on either side of the mean.
Original post by Radioactivedecay
Because 33 is the mean, and in normal distribution the mean=mode=median.


I just meant where did u get the 0.5 from
Original post by Sammysammy99
I just meant where did u get the 0.5 from


From the 50% I'm talking about.
Original post by Sammysammy99
I just meant where did u get the 0.5 from


Think about the shape of the distribution. It is symmetrical about the mean with 0 skew, hence the P(X>33)=P(X<33)=0.5
Original post by RDKGames
First of all, draw a nice sketch of the normal distribution for Y, marking on the mean.

You should notice that the region 33a<Y<33+a33-a < Y < 33+a is actually symmetrical about the mean, which means that the probabilities P(33a<Y<33)P(33-a < Y < 33) and P(33<Y<33+a)P(33<Y<33+a) are indeed the same.

This means we only need to focus on one of them if we can.
Indeed we can because know that

Unparseable latex formula:

\begin{aligned} P(33-a < Y < 33+a) & = P(33-a < Y < 33) + P(33 < Y < a+33) \\ & = 2P(33 < Y < 33+a) = 0.5



This implies that we have P(33<Y<33+a)=0.25P(33 < Y < 33+a) = 0.25.

We can also rewrite the LHS by saying that P(33<Y<33+a)=P(Y<33+a)P(Y<33)P(33 < Y < 33+a) = P(Y<33+a) - P(Y < 33) hence we have P(Y<33+a)0.5=0.25P(Y<33+a) - 0.5 = 0.25 hence P(Y<33+a)=0.75P(Y < 33+a) = 0.75

From here it should be straight-forward to determine aa such that P(Y<33+a)=0.75P(Y < 33+a) = 0.75 holds.

Alright thank you very muchhhhh I get it now!!!

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