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The NORMDIST() Function Knowledgebase  

The NORMDIST() function returns the probability of a given value z occuring by calcualting the probabilities that make up a standard, normalized cumulative probability distribution .
  • The syntax for the function is NORMDIST (z, mean, standard_deviation, cumulative).
The argument "z" must be numerical values oherwise the function will return the #VALUE error value. "mean" and "standard _deviation" can have values..... However "cummulative" must have a logical vlaue of TRUE or FALSE.

The "z" argument is the value at which the NORMDIST function evaluates the probability. It does this by generating a normal probability distribution using the arguments "mean", "standard_dev" and "cumulative". The resulting probability represents the probability of that value occuring from a set of randomly measured values.

[chart1]
mean = 0, standard deviation = 0.2, cumulative = FLASE
mean = 0, standard deviation = 1.0, cumulative = FLASE
mean = 0, standard deviation = 5.0, cumulative = FLASE

[chart2]
mean = 0, standard deviation = 1.0, cumulative = FLASE
mean = -3, standard deviation = 1.0, cumulative = FLASE
mean = +5, standard deviation = 1.0, cumulative = FLASE

[chart3]
mean = 0, standard deviation = 1.0, cumulative = TRUE
mean = 0, standard deviation = 2.0, cumulative = TRUE
mean = -3, standard deviation = 1.0, cumulative = TRUE
mean = -3, standard deviation = 2.0, cumulative = TRUE

The normalized distribution forms a "bell" shape, symmetrical bout zero. The exact shape of the probability distribution depends on the arguments "mean", "standard" and "cumulative".The "mean value determins the peak of the bell shape, "standard" gives the standard deviation or central width of the bell shape and cumulative" determins weather the probabilities add cumulatively to create a cumulative distribution or a probability density distribution (bell shape).

To learn more about the normal distribution in statistics see: [The Normal Distribution Mathematics Knowledgebase] and [The Gaussian Distribution Mathematics KNowledgebase].


[The NORMSDIST function knowledgebase]
[The CHIDIST function knowledgebase]
[The FDIST function knowledgebase]

How to use the NORMDIST() function:
  • Type " =NORMDIST( "
  • Enter the reference for the "z" data value "A2".
  • Type a comma.
  • Enter the refernce for the "mean" data cell "B2".
  • Type a comma.
  • Enter the reference for the "standard_deviation" data cell "C2".
  • Type a comma.
  • Enter the logical value for the "cunmulative variable "FALSE".
  • Type")" then press the "Enter" key. 


 



Note: Arguments that are text that cannot be translated into numerical values or that contain errors will cause the function to return an error value.


How to use the NORMDIST() function to create a normalized distribution chart:
  • Type " =NORMDIST( "
  • Enter the reference for the "z" data value "A2".
  • Type a comma.
  • Enter the refernce for the "mean" data cell "B2".
  • Type a comma.
  • Enter the reference for the "standard_deviation" data cell "C2".
  • Type a comma
  • Select the cells "A3:A15".

 

Note: In earlyer versions of Excel the normdist function was only accurate to 7 decimal places. In Excel 2003 and newer versions the accuracy of the normdist function has improved to an accuracy of 14 to 15 deciamal places.

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