NAG Library Routine Document

g01bkf (prob_poisson)

1
Purpose

g01bkf returns the lower tail, upper tail and point probabilities associated with a Poisson distribution.

2
Specification

Fortran Interface
Subroutine g01bkf ( rlamda, k, plek, pgtk, peqk, ifail)
Integer, Intent (In):: k
Integer, Intent (Inout):: ifail
Real (Kind=nag_wp), Intent (In):: rlamda
Real (Kind=nag_wp), Intent (Out):: plek, pgtk, peqk
C Header Interface
#include <nagmk26.h>
void  g01bkf_ (const double *rlamda, const Integer *k, double *plek, double *pgtk, double *peqk, Integer *ifail)

3
Description

Let X denote a random variable having a Poisson distribution with parameter λ >0. Then
ProbX=k=e-λλkk! ,  k=0,1,2,  
The mean and variance of the distribution are both equal to λ.
g01bkf computes for given λ and k the probabilities:
plek=ProbXk pgtk=ProbX>k peqk=ProbX=k .  
The method is described in Knüsel (1986).

4
References

Knüsel L (1986) Computation of the chi-square and Poisson distribution SIAM J. Sci. Statist. Comput. 7 1022–1036

5
Arguments

1:     rlamda – Real (Kind=nag_wp)Input
On entry: the parameter λ of the Poisson distribution.
Constraint: 0.0<rlamda106.
2:     k – IntegerInput
On entry: the integer k which defines the required probabilities.
Constraint: k0.
3:     plek – Real (Kind=nag_wp)Output
On exit: the lower tail probability, ProbXk.
4:     pgtk – Real (Kind=nag_wp)Output
On exit: the upper tail probability, ProbX>k.
5:     peqk – Real (Kind=nag_wp)Output
On exit: the point probability, ProbX=k.
6:     ifail – IntegerInput/Output
On entry: ifail must be set to 0, -1 or 1. If you are unfamiliar with this argument you should refer to Section 3.4 in How to Use the NAG Library and its Documentation for details.
For environments where it might be inappropriate to halt program execution when an error is detected, the value -1 or 1 is recommended. If the output of error messages is undesirable, then the value 1 is recommended. Otherwise, if you are not familiar with this argument, the recommended value is 0. When the value -1 or 1 is used it is essential to test the value of ifail on exit.
On exit: ifail=0 unless the routine detects an error or a warning has been flagged (see Section 6).

6
Error Indicators and Warnings

If on entry ifail=0 or -1, explanatory error messages are output on the current error message unit (as defined by x04aaf).
Errors or warnings detected by the routine:
ifail=1
On entry, rlamda=value.
Constraint: rlamda>0.0.
ifail=2
On entry, k=value.
Constraint: k0.
ifail=3
On entry, rlamda=value.
Constraint: rlamda106.
ifail=-99
An unexpected error has been triggered by this routine. Please contact NAG.
See Section 3.9 in How to Use the NAG Library and its Documentation for further information.
ifail=-399
Your licence key may have expired or may not have been installed correctly.
See Section 3.8 in How to Use the NAG Library and its Documentation for further information.
ifail=-999
Dynamic memory allocation failed.
See Section 3.7 in How to Use the NAG Library and its Documentation for further information.

7
Accuracy

Results are correct to a relative accuracy of at least 10-6 on machines with a precision of 9 or more decimal digits, and to a relative accuracy of at least 10-3 on machines of lower precision (provided that the results do not underflow to zero).

8
Parallelism and Performance

g01bkf is not threaded in any implementation.

9
Further Comments

The time taken by g01bkf depends on λ and k. For given λ, the time is greatest when kλ, and is then approximately proportional to λ.

10
Example

This example reads values of λ and k from a data file until end-of-file is reached, and prints the corresponding probabilities.

10.1
Program Text

Program Text (g01bkfe.f90)

10.2
Program Data

Program Data (g01bkfe.d)

10.3
Program Results

Program Results (g01bkfe.r)