NAG Library Routine Document

G01ASF

▸▿ Contents

1 Purpose

2 Specification

3 Description

4 References

5 Parameters

6 Error Indicators and Warnings

7 Accuracy

8 Parallelism and Performance

9 Further Comments

▸▿ 10 Example

10.1 Program Text

10.2 Program Data

10.3 Program Results

1 Purpose

G01ASF produces a specified number of box and whisker plots on a character printing device, with a chosen number of character positions in each direction.

2 Specification

SUBROUTINE G01ASF (

PRT, M, N, X, LDX, NSTEPX, NSTEPY, PLOT, LDPLOT, WORK, IWORK, IFAIL)

INTEGER	M, N(M), LDX, NSTEPX, NSTEPY, LDPLOT, IWORK(LDX), IFAIL
REAL (KIND=nag_wp)	X(LDX,M), WORK(5*M)
CHARACTER(1)	PRT, PLOT(LDPLOT,NSTEPX)

3 Description

G01ASF produces a series of box and whisker plots representing

m

data batches each of size

n_{i}

, for

i = 1, 2, \dots, m

. A box and whisker plot is a diagrammatic representation of the five-point summary of a data batch. The plot consists of a box spanning the hinges with the median indicated by a third line and two whiskers to represent the extreme values. The five-point summary is calculated internally and is returned in the workspace array.

The plot is returned in the character array PLOT. The size of the plot may be controlled using the parameters NSTEPX and NSTEPY. Optionally the plot can be output to an external file, in which case output is directed to the current advisory message unit as defined by X04ABF.

An axis corresponding to the

y

axis is drawn and annotated and data points are plotted to the nearest character position.

4 References

Erickson B H and Nosanchuk T A (1985) Understanding Data Open University Press, Milton Keynes

Tukey J W (1977) Exploratory Data Analysis Addison–Wesley

5 Parameters

1: $PRT$ – CHARACTER(1)Input

On entry: indicates whether the box and whisker plot is to be output to an external file.

$PRT ='N'$: The box and whisker plot is not output to an external file.
$PRT ='P'$: The box and whisker plot is output to the current advisory message unit as defined by X04ABF.

Constraint:

PRT ='P'

'N'

2: $M$ – INTEGERInput

On entry:

m

, the number of data batches that are to be represented.

Constraint:

M > 0

3: $N (M)$ – INTEGER arrayInput

On entry:

N (i)

contains the number of observations in the

i

th batch,

n_{i}

, for

i = 1, 2, \dots, m

n_{i} < 5

the

i

th batch is omitted from the plot.

Constraint: at least one

N (i)

must be greater than or equal to

5

, for

i = 1, 2, \dots, m

4: $X (LDX, M)$ – REAL (KIND=nag_wp) arrayInput

On entry: the

i

th column of X must contain the data for the

i

th batch, that is

X (j, i)

must contain the

j

th observation of the

i

th batch, for

i = 1, 2, \dots, m

and

j = 1, 2, \dots, n_{i}

5: $LDX$ – INTEGERInput

On entry: the first dimension of the array X and the dimension of the array IWORK as declared in the (sub)program from which G01ASF is called.

Constraint:

LDX \geq \max \{N (i)\}

6: $NSTEPX$ – INTEGERInput

On entry: the number of character positions to be plotted in the

x

-direction.

Constraint:

NSTEPX \geq \max (19, (15 \times M / 4 + 9))

7: $NSTEPY$ – INTEGERInput

On entry: the number of character positions to be plotted in the

y

-direction.

Constraint:

NSTEPY \geq 9

8: $PLOT (LDPLOT, NSTEPX)$ – CHARACTER(1) arrayOutput

On exit: contains the box and whisker plots.

9: $LDPLOT$ – INTEGERInput

On entry: the first dimension of the array PLOT as declared in the (sub)program from which G01ASF is called.

Constraint:

LDPLOT \geq NSTEPY

10: $WORK (5 \times M)$ – REAL (KIND=nag_wp) arrayOutput

On exit:

WORK (j)

, for

j = (i - 1) \times 5 + 1, \dots, (i - 1) \times 5 + 5

, contains the five-point summary of the

i

th batch.

11: $IWORK (LDX)$ – INTEGER arrayWorkspace

12: $IFAIL$ – INTEGERInput/Output

On entry: IFAIL must be set to

0

- 1 ​ or ​ 1

. 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

- 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 parameter, 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

- 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, $N (i) < 5$ for some $i$ , for $i = 1, 2, \dots, m$ . For each batch where this occurs, $5$ crosses are plotted in a vertical line to indicate that insufficient data was provided to produce a five-point summary and box-plot for that particular batch.

$IFAIL = 2$: On entry, $NSTEPX < \max (19, 15 \times M / 4 + 9)$ . This indicates that the data region defined by NSTEPX is too small to produce the required plot.

$IFAIL = 3$

On entry,

NSTEPY < 9

$IFAIL = 4$

On entry,

LDPLOT < NSTEPY

$IFAIL = 5$

On entry,

PRT \neq'P'

'N'

$IFAIL = 6$: On entry, $LDX < \max (N (i))$ , for $i = 1, 2, \dots, m$ .

$IFAIL = 7$: The number of observations in all batches is less than $5$ .

$IFAIL = 8$: On entry, the data values are all identical.

$IFAIL = - 99$: An unexpected error has been triggered by this routine. Please contact NAG.
See Section 3.8 in the Essential Introduction for further information.

$IFAIL = - 399$: Your licence key may have expired or may not have been installed correctly.
See Section 3.7 in the Essential Introduction for further information.

$IFAIL = - 999$: Dynamic memory allocation failed.
See Section 3.6 in the Essential Introduction for further information.

7 Accuracy

If the range of observations in a particular batch is too small to allow each item of the five-point summary to be plotted separately, then a sequence of stars are plotted at the median point of the batch to indicate that the full box-plot could not be plotted.

8 Parallelism and Performance

Not applicable.

9 Further Comments

The time taken by G01ASF increases with

m

and

n_{i}

, for

i = 1, 2, \dots, m

10 Example

The following program produces a box and whisker plot for each one of

5

data batches of sizes

5

6

8

8

and

7

respectively and prints the

5

box and whisker plots on the current advisory message unit.

NAG Library Routine DocumentG01ASF

▸▿ Contents

1 Purpose

2 Specification

3 Description

4 References

5 Parameters

6 Error Indicators and Warnings

7 Accuracy

8 Parallelism and Performance

9 Further Comments

10 Example

10.1 Program Text

10.2 Program Data

10.3 Program Results

NAG Library Routine Document

G01ASF