Re: Normal distribution

2001-11-30 Thread Robert J. MacG. Dawson



Ludovic Duponchel wrote:
 
 If x values have a normal distribution, is there a normal distribution
 for x^2 ?

No. If the mean is 0, x^2 hasa chi-squared distribution with 1 DOF.
As the ratio mean/SD - infinity, the distribution of x^2 is
asymptotically normal.

-Robert Dawson


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Re: Normal distribution

2001-11-30 Thread Herman Rubin

In article [EMAIL PROTECTED],
Ludovic Duponchel  [EMAIL PROTECTED] wrote:
If x values have a normal distribution, is there a normal distribution
for x^2 ?

The only transformations one is likely to encounter which
preserve normality are linear.

-- 
This address is for information only.  I do not claim that these views
are those of the Statistics Department or of Purdue University.
Herman Rubin, Dept. of Statistics, Purdue Univ., West Lafayette IN47907-1399
[EMAIL PROTECTED] Phone: (765)494-6054   FAX: (765)494-0558


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Re: Normal distribution

2001-11-29 Thread Rich Ulrich

On Thu, 29 Nov 2001 15:48:48 +0300, Ludovic Duponchel
[EMAIL PROTECTED] wrote:

 If x values have a normal distribution, is there a normal distribution
 for x^2 ?

If z is standard normal [ that is, mean 0, variance 1.0 ]
then z^2  is chi squared with 1 degree of freedom.

And the sum of S   independent  z  variates
is chi squared with S degrees of freedom.

-- 
Rich Ulrich, [EMAIL PROTECTED]
http://www.pitt.edu/~wpilib/index.html


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Re: Normal distribution

2001-11-29 Thread Gus Gassmann

Rich Ulrich wrote:

 On Thu, 29 Nov 2001 15:48:48 +0300, Ludovic Duponchel
 [EMAIL PROTECTED] wrote:

  If x values have a normal distribution, is there a normal distribution
  for x^2 ?

 If z is standard normal [ that is, mean 0, variance 1.0 ]
 then z^2  is chi squared with 1 degree of freedom.

 And the sum of S   independent  z  variates
 is chi squared with S degrees of freedom.

Hold it! The sum of S independent z variates is normal.
The sum of the _squares_ of S independent z variates is
chi squared with S degrees of freedom.

(But I am sure you knew that.)



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Re: Normal distribution

2001-11-29 Thread Dick Startz

And to add on to Rich Ulrich's note, if the mean isn't zero, then z^2
is non-central chi-square.
-Dick Startz

On Thu, 29 Nov 2001 12:29:47 -0500, Rich Ulrich [EMAIL PROTECTED]
wrote:

On Thu, 29 Nov 2001 15:48:48 +0300, Ludovic Duponchel
[EMAIL PROTECTED] wrote:

 If x values have a normal distribution, is there a normal distribution
 for x^2 ?

If z is standard normal [ that is, mean 0, variance 1.0 ]
then z^2  is chi squared with 1 degree of freedom.

And the sum of S   independent  z  variates
is chi squared with S degrees of freedom.

--
Richard Startz  [EMAIL PROTECTED]
Lundberg Startz Associates


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Re: Normal distribution

2001-11-29 Thread Rich Ulrich

On Thu, 29 Nov 2001 14:37:14 -0400, Gus Gassmann
[EMAIL PROTECTED] wrote:

 Rich Ulrich wrote:
 
  On Thu, 29 Nov 2001 15:48:48 +0300, Ludovic Duponchel
  [EMAIL PROTECTED] wrote:
 
   If x values have a normal distribution, is there a normal distribution
   for x^2 ?
 
  If z is standard normal [ that is, mean 0, variance 1.0 ]
  then z^2  is chi squared with 1 degree of freedom.
 
  And the sum of S   independent  z  variates
  is chi squared with S degrees of freedom.
 
 Hold it! The sum of S independent z variates is normal.
 The sum of the _squares_ of S independent z variates is
 chi squared with S degrees of freedom.
 
 (But I am sure you knew that.)

oops- make that  z^2   for  z   of course -


-- 
Rich Ulrich, [EMAIL PROTECTED]
http://www.pitt.edu/~wpilib/index.html


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Re: normal distribution table online for download??

2000-07-05 Thread Jon Cryer

If you think you need more precision than given in the
usual tables or with a caculator, think again. You are
probably fooling yourself since no distribution in the real
world is _exactly_ normal.

Jon Cryer

At 03:55 PM 7/5/00 GMT, you wrote:
Trying to use in finacial calcs.  Hardcosed one to four decimals.  Prefer
more
precision.Thanks.  [EMAIL PROTECTED]


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Re: normal distribution table online for download??

2000-07-05 Thread dennis roberts

bet you can find something here ...

http://members.aol.com/johnp71/javastat.html

At 03:55 PM 7/5/00 +, MRFCLANCY wrote:
Trying to use in finacial calcs.  Hardcosed one to four decimals.  Prefer more
precision.Thanks.  [EMAIL PROTECTED]


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Re: normal distribution table online for download??

2000-07-05 Thread Jan de Leeuw

We offer six decimals at

http://www.stat.ucla.edu/calculators/cdf

but also the density, the quantile function, graphs of all these,
plus sets of random numbers emailed to you. And this for the most
common 20 distributions, including the noncentral ones.


At 14:05 -0400 07/05/2000, dennis roberts wrote:
bet you can find something here ...

http://members.aol.com/johnp71/javastat.html

At 03:55 PM 7/5/00 +, MRFCLANCY wrote:
Trying to use in finacial calcs.  Hardcosed one to four decimals. 
Prefer more precision.Thanks.  [EMAIL PROTECTED]

-- 
===
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US mail: 8142 Math Sciences Bldg, Box 951554, Los Angeles, CA 90095-1554
phone (310)-825-9550;  fax (310)-206-5658;  email: [EMAIL PROTECTED]
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Re: normal distribution

2000-04-14 Thread Rich Ulrich

After I cited Stigler, to the effect that Quetelet never used the term
'normal' for the distribution,
on 14 Apr 2000 09:53:05 -0700, [EMAIL PROTECTED] (Alan Hutson)
wrote:

 
 Kendall and Stuart have a footnote attributing the term to Galton
 however there is no reference

I thought that Stigler had probably followed up on his research, so I
looked further.  I discovered that he has a 1999 book, too, on the
history of statistical concepts and procedures.  

In that Book,  page 404:  There must have been a broad, "evolving
conceptual understanding" of measurement in the 1870s -- since there
seems to have been THREE independent appearances of that name for the
Normal curve, from Charles S. Peirce (1873), Francis Galton (1877),
and Wilhelm Lexis (1877).

He also says, the name "standard" had been proposed as early as 1838.

And the "bell-shaped curve" has been dated to Jouffret, 1872 -- who
was (particularly) describing the bivariate normal.

-- 
Rich Ulrich, [EMAIL PROTECTED]
http://www.pitt.edu/~wpilib/index.html


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Re: normal distribution -Reply

2000-04-14 Thread Jerrold Zar

The normal distribution has often been called the Gaussian distribution,
although de Moivre and Laplace spoke of it well before Gauss.  

The term "normal" had been used for the distribution by Galton (1877)
and Karl Person later recommended the routine use of that adjective to
avoid "an international question of priority," although Pearson noted
that it "has the disadvantage of leading people to believe that all
other distributions of frequency are in one sense or another
'abnormal'."

Jerrold H. Zar, Professor
Department of Biological Sciences
Northern Illinois University
DeKalb, IL 60115
[EMAIL PROTECTED]


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Re: normal distribution

2000-04-13 Thread Alan McLean

Hi Jan,

I have always understood that the word 'normal' in this context means
'perpendicular'. You might remember calculus exercises in which you were asked
to find 'the equation to the normal to a curve', just after you were asked to
find the equation to the tangent.

The reason why this name applies is because of the orthogonality properties of
the (multi)normal distribution.

If you take a simple random sample from a normal distribution, and represent
each Xi by a different axis, the axes will be mutually perpendicular.

Obviously there is more to it than this, but I can't remember the details. But
you should be able to chase it up.

Regards,
Alan

Jan Souman wrote:

 Does anybody know why the normal distribution is called 'normal'? The most
 plausible explanations I've encountered so far are:

 1. The value of a variable that has a normal distribution is determined by
 many different factors, each contributing a small part of the total value.
 Because this is the case with many real life variables, like length and
 intelligence, the resulting distribution of values is called normal.

 2. Many probability distributions are approximated by the normal
 distribution for large sample sizes.

 Maybe there are other explanations and maybe someone knows the source of the
 name?

 Jan Souman
 Dpt. of Social Sciences
 University of Utrecht, Netherlands

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Monash University, Caulfield Campus, Melbourne
Tel:  +61 03 9903 2102Fax: +61 03 9903 2007




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