|
SOLUTIONS
|
Mathematica
>
Data Manipulation
>
Statistical Data Analysis
>
Probability & Statistics
>
Random Variables
>
Statistical Moments and Generating Functions
>
Cumulant
BUILT-IN MATHEMATICA SYMBOL
Cumulant
Cumulant[dist, r]
gives the r
cumulant of the symbolic distribution dist.
Cumulant[list, r]
gives the r
cumulant of the elements in the list.
Cumulant[r]
represents the r
formal cumulant.
DetailsDetails
- For a symbolic distribution dist, the

cumulant is given by the coefficient of
in CumulantGeneratingFunction[dist, t]. - For a multivariate symbolic distribution dist, the

cumulant is given by the series coefficient of
in CumulantGeneratingFunction[dist, {t1, t2, ...}]. - Cumulant[list, r] is computed from the equivalent expression of sample moments.
- Cumulant handles both numerical and symbolic data.
- Cumulant works with SparseArray objects.
- Cumulant[r] can be used in such functions as MomentConvert and MomentEvaluate, etc.
ExamplesExamplesopen allclose all
Basic Examples (5)Basic Examples (5)
| In[1]:= |
| Out[1]= |
| In[2]:= |
| Out[2]= |
| In[3]:= |
| Out[3]= | ![]() |
Compute the second cumulant of a continuous univariate distribution:
| In[1]:= |
| Out[1]= |
The cumulant
of a discrete univariate distribution:
| In[1]:= |
| Out[1]= |
The cumulant
for a multivariate distribution:
| In[1]:= |
| Out[1]= | ![]() |
Find the relation of formal cumulant to formal moment:
| In[1]:= |
| Out[1]= |
Evaluate for a particular distribution:
| In[2]:= |
| Out[2]= |
| In[3]:= |
| Out[3]= |
New in 8
Mathematica 9 is now available!
New to Mathematica?
Find your learning path »
Have a question?
Ask support »


