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Default Normdist Problem

I put in the following:
X=-.055762
Mean=.005
SD=.04
Cumulative=FALSE =means probability mass function, not cumulative
The result displayed is 3.14615427

The result makes no sense to me. Any result over one makes no sense to me.

I reviewed the answer from a previous thread (Jerry W. Lewis, 8/3/2006) that
continuous functions do not have a probability mass, but rather a pdf, an
integral over a tiny range around -.055, but the Excel function result still
makes no sense.

What am I missing here?
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Default Normdist Problem

With cumulative=FALSE, aren't you looking at a density function? In other
words if the cumulative probability is P, you are looking at the
differential dP/dx.
Because you have a very small value of SD, the value of P is going from 0 to
1 across a very narrow range of x values, so the gradient is very large (and
can happily go beyond 1). It is the *cumulative* probability that can't
exceed 1, not the probability density.

You can easily check the calculation of the probability density function.
If X is in A1, mean in A2, and SD in A3, the density is
=(1/(SQRT(2*PI())*A3))*EXP(-((A1-A2)^2/(2*A3^2)))
You'll see the formula in Excel help for NORMDIST, or in any stats textbook.
--
David Biddulph

Rodby wrote:
I put in the following:
X=-.055762
Mean=.005
SD=.04
Cumulative=FALSE =means probability mass function, not cumulative
The result displayed is 3.14615427

The result makes no sense to me. Any result over one makes no sense
to me.

I reviewed the answer from a previous thread (Jerry W. Lewis,
8/3/2006) that continuous functions do not have a probability mass,
but rather a pdf, an integral over a tiny range around -.055, but the
Excel function result still makes no sense.

What am I missing here?



  #3   Report Post  
Posted to microsoft.public.excel.worksheet.functions
external usenet poster
 
Posts: 8,651
Default Normdist Problem

With cumulative=FALSE, aren't you looking at a density function? In other
words if the cumulative probability is P, you are looking at the
differential dP/dx.
Because you have a very small value of SD, the value of P is going from 0 to
1 across a very narrow range of x values, so the gradient is very large (and
can happily go beyond 1). It is the *cumulative* probability that can't
exceed 1, not the probability density.

You can easily check the calculation of the probability density function.
If X is in A1, mean in A2, and SD in A3, the density is
=(1/(SQRT(2*PI())*A3))*EXP(-((A1-A2)^2/(2*A3^2)))
You'll see the formula in Excel help for NORMDIST, or in any stats textbook.
--
David Biddulph

Rodby wrote:
I put in the following:
X=-.055762
Mean=.005
SD=.04
Cumulative=FALSE =means probability mass function, not cumulative
The result displayed is 3.14615427

The result makes no sense to me. Any result over one makes no sense
to me.

I reviewed the answer from a previous thread (Jerry W. Lewis,
8/3/2006) that continuous functions do not have a probability mass,
but rather a pdf, an integral over a tiny range around -.055, but the
Excel function result still makes no sense.

What am I missing here?




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