NAG Library Routine Document
G05TJF
Note: before using this routine, please read the Users' Note for your implementation to check the interpretation of bold italicised terms and other implementation-dependent details.
1 Purpose
G05TJF generates a vector of pseudorandom integers from the discrete Poisson distribution with mean .
2 Specification
INTEGER
MODE, N, LR, STATE(*), X(N), IFAIL
REAL (KIND=nag_wp)
LAMBDA, R(LR)
3 Description
G05TJF generates
integers
from a discrete Poisson distribution with mean
, where the probability of
is
where
.
The variates can be generated with or without using a search table and index. If a search table is used then it is stored with the index in a reference vector and subsequent calls to G05TJF with the same parameter values can then use this reference vector to generate further variates. The reference array is found using a recurrence relation if is less than and by Stirling's formula otherwise.
One of the initialization routines
G05KFF (for a repeatable sequence if computed sequentially) or
G05KGF (for a non-repeatable sequence) must be called prior to the first call to G05TJF.
4 References
Kendall M G and Stuart A (1969) The Advanced Theory of Statistics (Volume 1) (3rd Edition) Griffin
Knuth D E (1981) The Art of Computer Programming (Volume 2) (2nd Edition) Addison–Wesley
5 Parameters
- 1: MODE – INTEGERInput
On entry: a code for selecting the operation to be performed by the routine.
- Set up reference vector only.
- Generate variates using reference vector set up in a prior call to G05TJF.
- Set up reference vector and generate variates.
- Generate variates without using the reference vector.
Constraint:
, , or .
- 2: N – INTEGERInput
On entry: , the number of pseudorandom numbers to be generated.
Constraint:
.
- 3: LAMBDA – REAL (KIND=nag_wp)Input
On entry: , the mean of the Poisson distribution.
Constraint:
.
- 4: R(LR) – REAL (KIND=nag_wp) arrayCommunication Array
On entry: if
, the reference vector from the previous call to G05TJF.
If
,
R is not referenced by G05TJF.
On exit: the reference vector.
- 5: LR – INTEGERInput
On entry: the dimension of the array
R as declared in the (sub)program from which G05TJF is called.
Suggested values:
- if , ;
- otherwise .
Constraints:
- if or ,
- if , ;
- otherwise ;
- if , LR must remain unchanged from the previous call to G05TJF.
- 6: STATE() – INTEGER arrayCommunication Array
-
Note: the actual argument supplied must be the array
STATE supplied to the initialization routines
G05KFF or
G05KGF.
On entry: contains information on the selected base generator and its current state.
On exit: contains updated information on the state of the generator.
- 7: X(N) – INTEGER arrayOutput
On exit: the pseudorandom numbers from the specified Poisson distribution.
- 8: IFAIL – INTEGERInput/Output
-
On entry:
IFAIL must be set to
,
. If you are unfamiliar with this parameter you should refer to
Section 3.3 in the Essential Introduction for details.
For environments where it might be inappropriate to halt program execution when an error is detected, the value
is recommended. If the output of error messages is undesirable, then the value
is recommended. Otherwise, if you are not familiar with this parameter, the recommended value is
.
When the value is used it is essential to test the value of IFAIL on exit.
On exit:
unless the routine detects an error or a warning has been flagged (see
Section 6).
6 Error Indicators and Warnings
If on entry
or
, explanatory error messages are output on the current error message unit (as defined by
X04AAF).
Errors or warnings detected by the routine:
On entry, , , or .
On entry, .
On entry, .
or
and
LAMBDA is such that
LR would have to be larger than the largest representable integer. Use
in this case.
On entry,
LAMBDA is not the same as when
R was set up in a previous call to G05TJF with
or
.
On entry, the
R vector was not initialized correctly, or has been corrupted.
On entry,
LR is too small when
or
.
On entry,
STATE vector was not initialized or has been corrupted.
7 Accuracy
Not applicable.
None.
9 Example
This example prints
pseudorandom integers from a Poisson distribution with mean
, generated by a single call to G05TJF, after initialization by
G05KFF.
9.1 Program Text
Program Text (g05tjfe.f90)
9.2 Program Data
Program Data (g05tjfe.d)
9.3 Program Results
Program Results (g05tjfe.r)