NAG Library Routine Document
G01EAF
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
G01EAF returns a one or two tail probability for the standard Normal distribution, via the routine name.
2 Specification
REAL (KIND=nag_wp) G01EAF
INTEGER
IFAIL
REAL (KIND=nag_wp)
X
CHARACTER(1)
TAIL
3 Description
The lower tail probability for the standard Normal distribution,
is defined by:
where
The relationship
is used, where erfc is the complementary error function, and is computed using
S15ADF. For the upper tail probability the relationship
is used and for the two tail significance level probability twice the probability obtained from the absolute value of
is returned.
When the two tail confidence probability is required the relationship
is used, where erf is the error function, and is computed using
S15AEF.
4 References
Abramowitz M and Stegun I A (1972) Handbook of Mathematical Functions (3rd Edition) Dover Publications
Hastings N A J and Peacock J B (1975) Statistical Distributions Butterworth
5 Parameters
- 1: TAIL – CHARACTER(1)Input
On entry: indicates which tail the returned probability should represent.
- The lower tail probability is returned, i.e., .
- The upper tail probability is returned, i.e., .
- The two tail (significance level) probability is returned, i.e., .
- The two tail (confidence interval) probability is returned, i.e., .
Constraint:
, , or .
- 2: X – REAL (KIND=nag_wp)Input
On entry: , the value of the standard Normal variate.
- 3: 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:
If , then G01EAF returns .
-
On entry, , , or .
7 Accuracy
Accuracy is limited by
machine precision. For detailed error analysis see
S15ADF and
S15AEF.
None.
9 Example
Four values of
TAIL and
X are input and the probabilities calculated and printed.
9.1 Program Text
Program Text (g01eafe.f90)
9.2 Program Data
Program Data (g01eafe.d)
9.3 Program Results
Program Results (g01eafe.r)