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Stephen Wolfram
SEARCH MATHEMATICA 8 DOCUMENTATION
THIS IS DOCUMENTATION FOR AN OBSOLETE PRODUCT.
SEE THE
DOCUMENTATION CENTER
FOR THE LATEST INFORMATION.
Mathematica
>
Data Manipulation
>
Statistics
>
Statistical Distributions
>
Discrete Statistical Distributions
>
Mathematica
>
Mathematics and Algorithms
>
Statistics
>
Statistical Distributions
>
Discrete Statistical Distributions
>
Built-in
Mathematica
Symbol
Discrete Distributions
Tutorials »
|
BernoulliDistribution
NegativeBinomialDistribution
GeometricDistribution
BetaBinomialDistribution
HypergeometricDistribution
PoissonDistribution
BetaDistribution
NormalDistribution
Binomial
See Also »
|
Discrete Statistical Distributions
Functions Used in Statistics
Statistical Distributions
New in 6.0: Statistics
More About »
BinomialDistribution
BinomialDistribution
[
n
,
p
]
represents a binomial distribution with
n
trials and success probability
p
.
MORE INFORMATION
The probability for value
x
in a binomial distribution is
for integers from 0 to
n
.
»
BinomialDistribution
allows
n
to be any non-negative integer.
BinomialDistribution
can be used with such functions as
Mean
,
CDF
and
RandomInteger
.
»
EXAMPLES
CLOSE ALL
Basic Examples
(2)
Mean and variance of a binomial distribution:
Probability density function:
Mean and variance of a binomial distribution:
In[1]:=
Out[1]=
In[2]:=
Out[2]=
Probability density function:
In[1]:=
Out[1]=
In[2]:=
Out[2]=
Scope
(4)
Generate a set of pseudorandom numbers that have the binomial distribution:
Properties based on higher-order moments:
Second moment of a binomial distribution:
The
quantile of a binomial distribution with
and
:
Applications
(3)
The probability of getting more than 5100 heads from flipping a fair coin 10,000 times:
Plot the cumulative distribution function of a binomial distribution:
The density functions of binomial random variables are highly concentrated about their means:
Properties & Relations
(4)
The probability of getting negative integers, integers beyond
n
, or non-integer numbers is zero:
Moments can be obtained from the characteristic function:
BinomialDistribution
with
is equivalent to
BernoulliDistribution
:
BinomialDistribution
is the infinite population limit of
HypergeometricDistribution
:
Possible Issues
(3)
BinomialDistribution
is not defined when
p
is not between zero and one:
BinomialDistribution
is not defined when
n
is not a positive integer:
Substitution of invalid parameters into symbolic outputs gives results that are not meaningful:
SEE ALSO
BernoulliDistribution
NegativeBinomialDistribution
GeometricDistribution
BetaBinomialDistribution
HypergeometricDistribution
PoissonDistribution
BetaDistribution
NormalDistribution
Binomial
TUTORIALS
Discrete Distributions
MORE ABOUT
Discrete Statistical Distributions
Functions Used in Statistics
Statistical Distributions
New in 6.0: Statistics
RELATED LINKS
Demonstrations with BinomialDistribution
(
Wolfram Demonstrations Project
)
New in 6