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Forum index » Science and Technology » Math » Undergraduate
Stastics Question
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Matt
science forum beginner


Joined: 24 Dec 2005
Posts: 25

PostPosted: Sat May 20, 2006 5:27 pm    Post subject: Stastics Question Reply with quote

A recent study found that the average life expectancy of a person
living in Africa is 53 years with a standard deviation of 7.5 years.
If a person in Africa is selected at random, what is the probability
that the person will die before the age of 65?

a. 93.45%
b. 82.89%
c. 94.95%
d. 88.49%

Thanks everyone for your help!

Best wishes!

Matt
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Virgil
science forum Guru


Joined: 24 Mar 2005
Posts: 5536

PostPosted: Sat May 20, 2006 5:49 pm    Post subject: Re: Stastics Question Reply with quote

In article <1148146062.912968.27360@y43g2000cwc.googlegroups.com>,
"Matt" <matthewamack@yahoo.com> wrote:

Quote:
A recent study found that the average life expectancy of a person
living in Africa is 53 years with a standard deviation of 7.5 years.
If a person in Africa is selected at random, what is the probability
that the person will die before the age of 65?

a. 93.45%
b. 82.89%
c. 94.95%
d. 88.49%

Thanks everyone for your help!

Best wishes!

Matt

In a standard normal distribution, z, with mean 0 and standard
deviation 1, what is the probability that z < (65-53)/7.5 ?
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Brian M. Scott
science forum Guru


Joined: 10 May 2005
Posts: 332

PostPosted: Sat May 20, 2006 5:54 pm    Post subject: Re: Stastics Question Reply with quote

On 20 May 2006 10:27:42 -0700, Matt <matthewamack@yahoo.com>
wrote in
<news:1148146062.912968.27360@y43g2000cwc.googlegroups.com>
in alt.math.undergrad:

Quote:
A recent study found that the average life expectancy of a person
living in Africa is 53 years with a standard deviation of 7.5 years.
If a person in Africa is selected at random, what is the probability
that the person will die before the age of 65?

65 is 12 years above the mean, so it's 12/7.5 = 1.6 standard
deviations above the mean. Any standard table of the normal
distribution will tell you what percentage of the area under
the normal curve lies to the left of z = 1.6. (With some
you may have to do a *little* more work: some will tell you
the percentage of area between z = -1.6 and z = 1.6 instead,
and you'll have to calculate and add in the area of the
lefthand tail.)

[...]

Brian
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Stan Brown
science forum Guru Wannabe


Joined: 06 May 2005
Posts: 279

PostPosted: Sat May 20, 2006 9:29 pm    Post subject: Re: Stastics Question Reply with quote

Sat, 20 May 2006 11:49:12 -0600 from Virgil <vmhjr2@comcast.net>:
Quote:
In article <1148146062.912968.27360@y43g2000cwc.googlegroups.com>,
"Matt" <matthewamack@yahoo.com> wrote:
A recent study found that the average life expectancy of a person
living in Africa is 53 years with a standard deviation of 7.5 years.
If a person in Africa is selected at random, what is the probability
that the person will die before the age of 65?

In a standard normal distribution, z, with mean 0 and standard
deviation 1, what is the probability that z < (65-53)/7.5 ?

I have little doubt that's the answer the problem wanted, but it's
worth pointing out that the problem didn't _say_ the ages at death
were normally distributed. (Or else the student didn't copy the
problem completely.)

I wonder: *is* age at death normally distributed? Intuition tells me
it's much more J-shaped, but I don't have any data.

--
Stan Brown, Oak Road Systems, Tompkins County, New York, USA
http://OakRoadSystems.com/
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Matt
science forum beginner


Joined: 24 Dec 2005
Posts: 25

PostPosted: Sun May 21, 2006 4:12 pm    Post subject: Re: Stastics Question Reply with quote

Thanks Stan for your time and help with this problem. That is all the
question asked. I feel some of the questions I am trying to answer are
too vague, but I guess that is why it's multiple choice. Thanks again!
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Dana DeLouis
science forum beginner


Joined: 06 Mar 2006
Posts: 37

PostPosted: Sun May 21, 2006 10:37 pm    Post subject: Re: Stastics Question Reply with quote

It's been awhile since I've done these problems...
Is this how it would be done using a spreadsheet program like Excel?

=NORMDIST(65,53,7.5,TRUE)

However, this returns 94.52%, which is not one of the choices. Hmmm.
(Assuming a Norm. Distribution also)

--
Dana


"Matt" <matthewamack@yahoo.com> wrote in message
news:1148227926.838152.232360@g10g2000cwb.googlegroups.com...
Quote:
Thanks Stan for your time and help with this problem. That is all the
question asked. I feel some of the questions I am trying to answer are
too vague, but I guess that is why it's multiple choice. Thanks again!
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Brian M. Scott
science forum Guru


Joined: 10 May 2005
Posts: 332

PostPosted: Sun May 21, 2006 11:05 pm    Post subject: Re: Stastics Question Reply with quote

On Sun, 21 May 2006 18:37:33 -0400, Dana
<ddelouis@bellsouth.net> wrote in
<news:TY5cg.56781$MM6.48392@bignews3.bellsouth.net> in
alt.math.undergrad:

Quote:
It's been awhile since I've done these problems...
Is this how it would be done using a spreadsheet program like Excel?

=NORMDIST(65,53,7.5,TRUE)

However, this returns 94.52%, which is not one of the choices. [...]

That's what I get from standard tables.

Brian
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