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Statistics

Decile

compute deciles

Calling Sequence

Decile(A, d, ds_options)

Decile(M, d, ds_options)

Decile(X, d, rv_options)

Parameters

X

-

algebraic; random variable or distribution

d

-

algebraic expression or list of algebraic expressions; deciles

ds_options

-

(optional) equation(s) of the form option=value where option is one of ignore, method, or weights; specify options for computing the decile of a data set

rv_options

-

(optional) equation of the form numeric=value; specifies options for computing the decile of a random variable

Description

The Decile function computes the specified decile of the specified random variable or data set.

The first parameter can be a data set (e.g., a Vector ), a Matrix data set , a distribution (see Statistics[Distribution] ), a random variable, or an algebraic expression involving random variables (see Statistics[RandomVariable] ).

The second parameter d is a decile or list of deciles.

Options

For a description of the available options, see the Statistics[Quantile] help page. Calling Decile with decile d is equivalent to calling Quantile with probability 0.1d.

Examples

>

withStatistics:

Compute a decile of the Weibull distribution with parameters a and b.

>

DecileWeibulla,b,3

aln1071b

(1)

Use numeric parameters.

>

DecileWeibull3,5,3

3ln10715

(2)
>

DecileWeibull3,5,3,numeric

2.44104494075064

(3)
>

StandardErrorDecile,Weibull3,5,statopts=3,samplesize=105,numeric

0.00283364066608145

(4)

Generate a random sample of size 100000 drawn from the above distribution and compute the sample decile.

>

ASampleWeibull3,5,105:

>

DecileA,3

2.44051301316096

(5)
>

StandardErrorDecile,A,3

0.00259401360311506618

(6)

Consider the following Matrix data set .

>

MMatrix3,1130,114694,4,1527,127368,3,907,88464,2,878,96484,4,995,128007

M31130114694415271273683907884642878964844995128007

(7)

We compute the sixth decile for each column.

>

DecileM,6

3.533333333333331067.121453.466666667

(8)

References

Stuart, Alan, and Ord, Keith. Kendall's Advanced Theory of Statistics. 6th ed. London: Edward Arnold, 1998. Vol. 1: Distribution Theory.

Compatibility

The Statistics[Decile] command was updated in Maple 16.

The M parameter was updated in Maple 16.


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