Difference between revisions of "Manuals/calci/NORMDIST"

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==Description==  
 
==Description==  
*This function gives the normal distribution for the particular mean and standard deviation.
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*This function gives the Normal Distribution for the particular Mean and Standard Deviation.
*Normal distribution is the function that represents the distribution of many random variables as a symmetrical bell-shaped graph.
+
*Normal Distribution is the function that represents the distribution of many random variables as a symmetrical bell-shaped graph.
*This distribution is the continuous probability distribution.It is also called Gaussian distribution.  
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*This distribution is the Continuous Probability Distribution.It is also called Gaussian Distribution.  
*In <math> NORMDIST(x,m,sd,cu) ,x</math> is the value of the function,<math> m</math> is the arithmetic mean of the distribution, <math>sd</math> is the standard deviation of the distribution and <math>cu</math> is the logical value that indicating the form of the function.  
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*In <math> NORMDIST(x,m,sd,cu</math>), <math>x</math> is the value of the function, <math>m</math> is the Arithmetic Mean of the distribution, <math>sd</math> is the Standard Deviation of the distribution and <math>cu</math> is the Logical Value that indicating the form of the function.  
*Suppose cu is TRUE, this function gives the cumulative distribution, and it is FALSE, this function gives the probability mass function.  
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*Suppose <math>cu</math> is TRUE, this function gives the Cumulative Distribution, and it is FALSE, this function gives the Probability Mass Function.  
*The equation for the normal distribution is: <math> f(x,\mu,\sigma)=\frac{1}{\sigma \sqrt{2\pi}}.e^{-\left({\tfrac{(x-\mu)^2}{2\sigma^2}}\right)}</math> where <math>\mu</math> is the mean of the distribution,<math>\sigma</math> is the standard deviation of the distribution.  
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*The equation for the Normal Distribution is:
*In this formula, Suppose <math>\mu</math> = 0 and <math>\sigma</math>= 1, then the distribution is called the standard normal distribution or the unit normal distribution.
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<math> f(x,\mu,\sigma)=\frac{1}{\sigma \sqrt{2\pi}}.e^{-\left({\tfrac{(x-\mu)^2}{2\sigma^2}}\right)}</math>
   This function will return the result as error when any one of the argument is non-numeric and <math>sd<=0</math>.
+
where <math>\mu</math> is the Mean of the distribution, <math>\sigma</math> is the Standard Deviation of the distribution.  
 +
*In this formula, suppose <math>\mu</math> = 0 and <math>\sigma</math>= 1, then the distribution is called the Standard Normal Distribution or the Unit Normal Distribution.
 +
   This function will return the result as error when any one of the argument is non-numeric and <math>sd<=0</math>.
 
*when <math>cu</math> is TRUE , this formula is the integral from <math>-\infty</math> to <math>x</math> and <math>cu</math> is FALSE , we can use the same formula.
 
*when <math>cu</math> is TRUE , this formula is the integral from <math>-\infty</math> to <math>x</math> and <math>cu</math> is FALSE , we can use the same formula.
  

Revision as of 00:28, 22 January 2014

NORMDIST(x,m,sd,cu)


  • Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle x} is the value,Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle m} is the mean,Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle sd} is the standard deviation and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle cu} is the logical value like TRUE or FALSE.

Description

  • This function gives the Normal Distribution for the particular Mean and Standard Deviation.
  • Normal Distribution is the function that represents the distribution of many random variables as a symmetrical bell-shaped graph.
  • This distribution is the Continuous Probability Distribution.It is also called Gaussian Distribution.
  • In ), Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle x} is the value of the function, Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle m} is the Arithmetic Mean of the distribution, Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle sd} is the Standard Deviation of the distribution and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle cu} is the Logical Value that indicating the form of the function.
  • Suppose Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle cu} is TRUE, this function gives the Cumulative Distribution, and it is FALSE, this function gives the Probability Mass Function.
  • The equation for the Normal Distribution is:
Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle  f(x,\mu,\sigma)=\frac{1}{\sigma \sqrt{2\pi}}.e^{-\left({\tfrac{(x-\mu)^2}{2\sigma^2}}\right)}}

where Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \mu} is the Mean of the distribution, Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sigma} is the Standard Deviation of the distribution.

  • In this formula, suppose Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \mu} = 0 and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \sigma} = 1, then the distribution is called the Standard Normal Distribution or the Unit Normal Distribution.
 This function will return the result as error when any one of the argument is non-numeric and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle sd<=0}
.
  • when Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle cu} is TRUE , this formula is the integral from Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle -\infty} to Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle x} and Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle cu} is FALSE , we can use the same formula.

Examples

  1. =NORMDIST(37,29,2.1,FALSE) = 0.000134075
  2. =NORMDIST(37,29,2.1,TRUE) = 0.99993041384
  3. =NORMDIST(10.75,17.4,3.2,TRUE) = 0.01884908749
  4. =NORMDIST(10.75,17.4,3.2,FALSE) = 0.014387563

See Also

References

Normal distribution