1 @c PSPP - a program for statistical analysis.
2 @c Copyright (C) 2017 Free Software Foundation, Inc.
3 @c Permission is granted to copy, distribute and/or modify this document
4 @c under the terms of the GNU Free Documentation License, Version 1.3
5 @c or any later version published by the Free Software Foundation;
6 @c with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts.
7 @c A copy of the license is included in the section entitled "GNU
8 @c Free Documentation License".
10 @c Use @func when referring to a function.
11 @c Use @deftypefn for their definitions
17 @chapter Mathematical Expressions
18 @cindex expressions, mathematical
19 @cindex mathematical expressions
21 Expressions share a common syntax each place they appear in @pspp{}
22 commands. Expressions are made up of @dfn{operands}, which can be
23 numbers, strings, or variable names, separated by @dfn{operators}.
24 There are five types of operators: grouping, arithmetic, logical,
25 relational, and functions.
27 Every operator takes one or more operands as input and yields exactly
28 one result as output. Depending on the operator, operands accept
29 strings or numbers as operands. With few exceptions, operands may be
30 full-fledged expressions in themselves.
33 * Boolean Values:: Boolean values
34 * Missing Values in Expressions:: Using missing values in expressions
35 * Grouping Operators:: parentheses
36 * Arithmetic Operators:: add sub mul div pow
37 * Logical Operators:: AND NOT OR
38 * Relational Operators:: EQ GE GT LE LT NE
39 * Functions:: More-sophisticated operators
40 * Order of Operations:: Operator precedence
44 @section Boolean Values
46 @cindex values, Boolean
48 Some @pspp{} operators and expressions work with Boolean values, which
49 represent true/false conditions. Booleans have only three possible
50 values: 0 (false), 1 (true), and system-missing (unknown).
51 System-missing is neither true nor false and indicates that the true
54 Boolean-typed operands or function arguments must take on one of these
55 three values. Other values are considered false, but provoke a warning
56 when the expression is evaluated.
58 Strings and Booleans are not compatible, and neither may be used in
61 @node Missing Values in Expressions
62 @section Missing Values in Expressions
64 Most numeric operators yield system-missing when given any
65 system-missing operand. A string operator given any system-missing
66 operand typically results in the empty string. Exceptions are listed
67 under particular operator descriptions.
69 String user-missing values are not treated specially in expressions.
71 User-missing values for numeric variables are always transformed into
72 the system-missing value, except inside the arguments to the
73 @code{VALUE} and @code{SYSMIS} functions.
75 The missing-value functions can be used to precisely control how missing
76 values are treated in expressions. @xref{Missing Value Functions}, for
79 @node Grouping Operators
80 @section Grouping Operators
83 @cindex grouping operators
84 @cindex operators, grouping
86 Parentheses (@samp{()}) are the grouping operators. Surround an
87 expression with parentheses to force early evaluation.
89 Parentheses also surround the arguments to functions, but in that
90 situation they act as punctuators, not as operators.
92 @node Arithmetic Operators
93 @section Arithmetic Operators
94 @cindex operators, arithmetic
95 @cindex arithmetic operators
97 The arithmetic operators take numeric operands and produce numeric
103 @item @var{a} + @var{b}
104 Yields the sum of @var{a} and @var{b}.
108 @item @var{a} - @var{b}
109 Subtracts @var{b} from @var{a} and yields the difference.
112 @cindex multiplication
113 @item @var{a} * @var{b}
114 Yields the product of @var{a} and @var{b}. If either @var{a} or
115 @var{b} is 0, then the result is 0, even if the other operand is
120 @item @var{a} / @var{b}
121 Divides @var{a} by @var{b} and yields the quotient. If @var{a} is 0,
122 then the result is 0, even if @var{b} is missing. If @var{b} is zero,
123 the result is system-missing.
126 @cindex exponentiation
127 @item @var{a} ** @var{b}
128 Yields the result of raising @var{a} to the power @var{b}. If
129 @var{a} is negative and @var{b} is not an integer, the result is
130 system-missing. The result of @code{0**0} is system-missing as well.
135 Reverses the sign of @var{a}.
138 @node Logical Operators
139 @section Logical Operators
140 @cindex logical operators
141 @cindex operators, logical
146 @cindex values, system-missing
147 @cindex system-missing
148 The logical operators take logical operands and produce logical
149 results, meaning ``true or false.'' Logical operators are
150 not true Boolean operators because they may also result in a
151 system-missing value. @xref{Boolean Values}, for more information.
156 @cindex intersection, logical
157 @cindex logical intersection
158 @item @var{a} AND @var{b}
159 @itemx @var{a} & @var{b}
160 True if both @var{a} and @var{b} are true, false otherwise. If one
161 operand is false, the result is false even if the other is missing. If
162 both operands are missing, the result is missing.
166 @cindex union, logical
167 @cindex logical union
168 @item @var{a} OR @var{b}
169 @itemx @var{a} | @var{b}
170 True if at least one of @var{a} and @var{b} is true. If one operand is
171 true, the result is true even if the other operand is missing. If both
172 operands are missing, the result is missing.
176 @cindex inversion, logical
177 @cindex logical inversion
180 True if @var{a} is false. If the operand is missing, then the result
184 @node Relational Operators
185 @section Relational Operators
187 The relational operators take numeric or string operands and produce Boolean
190 Strings cannot be compared to numbers. When strings of different
191 lengths are compared, the shorter string is right-padded with spaces
192 to match the length of the longer string.
194 The results of string comparisons, other than tests for equality or
195 inequality, depend on the character set in use. String comparisons
199 @cindex equality, testing
200 @cindex testing for equality
203 @item @var{a} EQ @var{b}
204 @itemx @var{a} = @var{b}
205 True if @var{a} is equal to @var{b}.
207 @cindex less than or equal to
210 @item @var{a} LE @var{b}
211 @itemx @var{a} <= @var{b}
212 True if @var{a} is less than or equal to @var{b}.
217 @item @var{a} LT @var{b}
218 @itemx @var{a} < @var{b}
219 True if @var{a} is less than @var{b}.
221 @cindex greater than or equal to
224 @item @var{a} GE @var{b}
225 @itemx @var{a} >= @var{b}
226 True if @var{a} is greater than or equal to @var{b}.
231 @item @var{a} GT @var{b}
232 @itemx @var{a} > @var{b}
233 True if @var{a} is greater than @var{b}.
235 @cindex inequality, testing
236 @cindex testing for inequality
240 @item @var{a} NE @var{b}
241 @itemx @var{a} ~= @var{b}
242 @itemx @var{a} <> @var{b}
243 True if @var{a} is not equal to @var{b}.
255 @cindex names, of functions
256 @pspp{} functions provide mathematical abilities above and beyond
257 those possible using simple operators. Functions have a common
258 syntax: each is composed of a function name followed by a left
259 parenthesis, one or more arguments, and a right parenthesis.
261 Function names are not reserved. Their names are specially treated
262 only when followed by a left parenthesis, so that @samp{EXP(10)}
263 refers to the constant value @math{e} raised to the 10th power, but
264 @samp{EXP} by itself refers to the value of a variable called @code{EXP}.
266 The sections below describe each function in detail.
269 * Mathematics:: EXP LG10 LN LNGAMMA SQRT
270 * Miscellaneous Mathematics:: ABS MOD MOD10 RND TRUNC
271 * Trigonometry:: ACOS ARCOS ARSIN ARTAN ASIN ATAN COS SIN TAN
272 * Missing Value Functions:: MISSING NMISS NVALID SYSMIS VALUE
273 * Set Membership:: ANY RANGE
274 * Statistical Functions:: CFVAR MAX MEAN MEDIAN MIN SD SUM VARIANCE
275 * String Functions:: CONCAT INDEX LENGTH LOWER LPAD LTRIM NUMBER
276 REPLACE RINDEX RPAD RTRIM STRING STRUNC SUBSTR
278 * Time and Date:: CTIME.xxx DATE.xxx TIME.xxx XDATE.xxx
280 * Miscellaneous Functions:: LAG YRMODA VALUELABEL
281 * Statistical Distribution Functions:: PDF CDF SIG IDF RV NPDF NCDF
285 @subsection Mathematical Functions
286 @cindex mathematics, advanced
288 Advanced mathematical functions take numeric arguments and produce
291 @deftypefn {Function} {} EXP (@var{exponent})
292 Returns @math{e} (approximately 2.71828) raised to power @var{exponent}.
296 @deftypefn {Function} {} LG10 (@var{number})
297 Takes the base-10 logarithm of @var{number}. If @var{number} is
298 not positive, the result is system-missing.
301 @deftypefn {Function} {} LN (@var{number})
302 Takes the base-@math{e} logarithm of @var{number}. If @var{number} is
303 not positive, the result is system-missing.
306 @deftypefn {Function} {} LNGAMMA (@var{number})
307 Yields the base-@math{e} logarithm of the complete gamma of @var{number}.
308 If @var{number} is a negative integer, the result is system-missing.
312 @deftypefn {Function} {} SQRT (@var{number})
313 Takes the square root of @var{number}. If @var{number} is negative,
314 the result is system-missing.
317 @node Miscellaneous Mathematics
318 @subsection Miscellaneous Mathematical Functions
319 @cindex mathematics, miscellaneous
321 Miscellaneous mathematical functions take numeric arguments and produce
324 @cindex absolute value
325 @deftypefn {Function} {} ABS (@var{number})
326 Results in the absolute value of @var{number}.
330 @deftypefn {Function} {} MOD (@var{numerator}, @var{denominator})
331 Returns the remainder (modulus) of @var{numerator} divided by
332 @var{denominator}. If @var{numerator} is 0, then the result is 0,
333 even if @var{denominator} is missing. If @var{denominator} is 0, the
334 result is system-missing.
337 @cindex modulus, by 10
338 @deftypefn {Function} {} MOD10 (@var{number})
339 Returns the remainder when @var{number} is divided by 10. If
340 @var{number} is negative, MOD10(@var{number}) is negative or zero.
344 @deftypefn {Function} {} RND (@var{number} [, @var{mult}[, @var{fuzzbits}]])
345 Rounds @var{number} and rounds it to a multiple of @var{mult} (by
346 default 1). Halves are rounded away from zero, as are values that
347 fall short of halves by less than @var{fuzzbits} of errors in the
348 least-significant bits of @var{number}. If @var{fuzzbits} is not
349 specified then the default is taken from SET FUZZBITS (@pxref{SET
350 FUZZBITS}), which is 6 unless overridden.
354 @deftypefn {Function} {} TRUNC (@var{number} [, @var{mult}[, @var{fuzzbits}]])
355 Rounds @var{number} to a multiple of @var{mult}, toward zero. For the
356 default @var{mult} of 1, this is equivalent to discarding the
357 fractional part of @var{number}. Values that fall short of a multiple
358 of @var{mult} by less than @var{fuzzbits} of errors in the
359 least-significant bits of @var{number} are rounded away from zero. If
360 @var{fuzzbits} is not specified then the default is taken from SET
361 FUZZBITS (@pxref{SET FUZZBITS}), which is 6 unless overridden.
365 @subsection Trigonometric Functions
368 Trigonometric functions take numeric arguments and produce numeric
372 @cindex inverse cosine
373 @deftypefn {Function} {} ARCOS (@var{number})
374 @deftypefnx {Function} {} ACOS (@var{number})
375 Takes the arccosine, in radians, of @var{number}. Results in
376 system-missing if @var{number} is not between -1 and 1 inclusive.
377 This function is a @pspp{} extension.
382 @deftypefn {Function} {} ARSIN (@var{number})
383 @deftypefnx {Function} {} ASIN (@var{number})
384 Takes the arcsine, in radians, of @var{number}. Results in
385 system-missing if @var{number} is not between -1 and 1 inclusive.
389 @cindex inverse tangent
390 @deftypefn {Function} {} ARTAN (@var{number})
391 @deftypefnx {Function} {} ATAN (@var{number})
392 Takes the arctangent, in radians, of @var{number}.
396 @deftypefn {Function} {} COS (@var{angle})
397 Takes the cosine of @var{angle} which should be in radians.
401 @deftypefn {Function} {} SIN (@var{angle})
402 Takes the sine of @var{angle} which should be in radians.
406 @deftypefn {Function} {} TAN (@var{angle})
407 Takes the tangent of @var{angle} which should be in radians.
408 Results in system-missing at values
409 of @var{angle} that are too close to odd multiples of @math{\pi/2}.
413 @node Missing Value Functions
414 @subsection Missing-Value Functions
415 @cindex missing values
416 @cindex values, missing
417 @cindex functions, missing-value
419 Missing-value functions take various numeric arguments and yield
420 various types of results. Except where otherwise stated below, the
421 normal rules of evaluation apply within expression arguments to these
422 functions. In particular, user-missing values for numeric variables
423 are converted to system-missing values.
425 @deftypefn {Function} {} MISSING (@var{expr})
426 When @var{expr} is simply the name of a numeric variable, returns 1 if
427 the variable has the system-missing value or if it is user-missing.
428 For any other value 0 is returned.
429 If @var{expr} takes another form, the function returns 1 if the value is
430 system-missing, 0 otherwise.
433 @deftypefn {Function} {} NMISS (@var{expr} [, @var{expr}]@dots{})
434 Each argument must be a numeric expression. Returns the number of
435 system-missing values in the list, which may include variable ranges
436 using the @code{@var{var1} TO @var{var2}} syntax.
439 @deftypefn {Function} {} NVALID (@var{expr} [, @var{expr}]@dots{})
440 Each argument must be a numeric expression. Returns the number of
441 values in the list that are not system-missing. The list may include
442 variable ranges using the @code{@var{var1} TO @var{var2}} syntax.
445 @deftypefn {Function} {} SYSMIS (@var{expr})
446 Returns 1 if @var{expr} has the system-missing value, 0 otherwise.
449 @deftypefn {Function} {} VALUE (@var{variable})
450 Prevents the user-missing values of @var{variable} from being
451 transformed into system-missing values, and always results in the
452 actual value of @var{variable}, whether it is valid, user-missing, or
457 @subsection Set-Membership Functions
458 @cindex set membership
459 @cindex membership, of set
461 Set membership functions determine whether a value is a member of a set.
462 They take a set of numeric arguments or a set of string arguments, and
463 produce Boolean results.
465 String comparisons are performed according to the rules given in
466 @ref{Relational Operators}.
468 @deftypefn {Function} {} ANY (@var{value}, @var{set} [, @var{set}]@dots{})
469 Results in true if @var{value} is equal to any of the @var{set}
470 values. Otherwise, results in false. If @var{value} is
471 system-missing, returns system-missing. System-missing values in
472 @var{set} do not cause @func{ANY} to return system-missing.
475 @deftypefn {Function} {} RANGE (@var{value}, @var{low}, @var{high} [, @var{low}, @var{high}]@dots{})
476 Results in true if @var{value} is in any of the intervals bounded by
477 @var{low} and @var{high} inclusive. Otherwise, results in false.
478 Each @var{low} must be less than or equal to its corresponding
479 @var{high} value. @var{low} and @var{high} must be given in pairs.
480 If @var{value} is system-missing, returns system-missing.
481 System-missing values in @var{set} do not cause @func{RANGE} to return
485 @node Statistical Functions
486 @subsection Statistical Functions
487 @cindex functions, statistical
490 Statistical functions compute descriptive statistics on a list of
491 values. Some statistics can be computed on numeric or string values;
492 other can only be computed on numeric values. Their results have the
493 same type as their arguments. The current case's weighting factor
494 (@pxref{WEIGHT}) has no effect on statistical functions.
496 These functions' argument lists may include entire ranges of variables
497 using the @code{@var{var1} TO @var{var2}} syntax.
499 @cindex arguments, minimum valid
500 @cindex minimum valid number of arguments
501 Unlike most functions, statistical functions can return non-missing
502 values even when some of their arguments are missing. Most
503 statistical functions, by default, require only 1 non-missing value to
504 have a non-missing return, but @func{CFVAR}, @func{SD}, and @func {VARIANCE} require 2.
505 These defaults can be increased (but not decreased) by appending a dot
506 and the minimum number of valid arguments to the function name. For
507 example, @subcmd{MEAN.3(X, Y, Z)} would only return non-missing if all
508 of @samp{X}, @samp{Y}, and @samp{Z} were valid.
510 @cindex coefficient of variation
511 @cindex variation, coefficient of
512 @deftypefn {Function} {} CFVAR (@var{number}, @var{number}[, @dots{}])
513 Results in the coefficient of variation of the values of @var{number}.
514 (The coefficient of variation is the standard deviation divided by the
519 @deftypefn {Function} {} MAX (@var{value}, @var{value}[, @dots{}])
520 Results in the value of the greatest @var{value}. The @var{value}s may
521 be numeric or string.
525 @deftypefn {Function} {} MEAN (@var{number}, @var{number}[, @dots{}])
526 Results in the mean of the values of @var{number}.
530 @deftypefn {Function} {} MEDIAN (@var{number}, @var{number}[, @dots{}])
531 Results in the median of the values of @var{number}. Given an even
532 number of nonmissing arguments, yields the mean of the two middle
537 @deftypefn {Function} {} MIN (@var{number}, @var{number}[, @dots{}])
538 Results in the value of the least @var{value}. The @var{value}s may
539 be numeric or string.
542 @cindex standard deviation
543 @cindex deviation, standard
544 @deftypefn {Function} {} SD (@var{number}, @var{number}[, @dots{}])
545 Results in the standard deviation of the values of @var{number}.
549 @deftypefn {Function} {} SUM (@var{number}, @var{number}[, @dots{}])
550 Results in the sum of the values of @var{number}.
554 @deftypefn {Function} {} VARIANCE (@var{number}, @var{number}[, @dots{}])
555 Results in the variance of the values of @var{number}.
558 @node String Functions
559 @subsection String Functions
560 @cindex functions, string
561 @cindex string functions
563 String functions take various arguments and return various results.
565 @cindex concatenation
566 @cindex strings, concatenation of
567 @deftypefn {Function} {} CONCAT (@var{string}, @var{string}[, @dots{}])
568 Returns a string consisting of each @var{string} in sequence.
569 @code{CONCAT("abc", "def", "ghi")} has a value of @code{"abcdefghi"}.
570 The resultant string is truncated to a maximum of 255 characters.
573 @cindex searching strings
574 @deftypefn {Function} {} INDEX (@var{haystack}, @var{needle})
575 Returns a positive integer indicating the position of the first
576 occurrence of @var{needle} in @var{haystack}. Returns 0 if @var{haystack}
577 does not contain @var{needle}. Returns system-missing if @var{needle}
581 @deftypefn {Function} {} INDEX (@var{haystack}, @var{needles}, @var{needle_len})
582 Divides @var{needles} into one or more needles, each with length
584 Searches @var{haystack} for the first occurrence of each needle, and
585 returns the smallest value. Returns 0 if @var{haystack} does not
586 contain any part in @var{needle}. It is an error if @var{needle_len}
587 does not evenly divide the length of @var{needles}. Returns
588 system-missing if @var{needles} is an empty string.
591 @cindex strings, finding length of
592 @deftypefn {Function} {} LENGTH (@var{string})
593 Returns the number of characters in @var{string}.
596 @cindex strings, case of
597 @deftypefn {Function} {} LOWER (@var{string})
598 Returns a string identical to @var{string} except that all uppercase
599 letters are changed to lowercase letters. The definitions of
600 ``uppercase'' and ``lowercase'' are system-dependent.
603 @cindex strings, padding
604 @deftypefn {Function} {} LPAD (@var{string}, @var{length})
605 If @var{string} is at least @var{length} characters in length, returns
606 @var{string} unchanged. Otherwise, returns @var{string} padded with
607 spaces on the left side to length @var{length}. Returns an empty string
608 if @var{length} is system-missing, negative, or greater than 255.
611 @deftypefn {Function} {} LPAD (@var{string}, @var{length}, @var{padding})
612 If @var{string} is at least @var{length} characters in length, returns
613 @var{string} unchanged. Otherwise, returns @var{string} padded with
614 @var{padding} on the left side to length @var{length}. Returns an empty
615 string if @var{length} is system-missing, negative, or greater than 255, or
616 if @var{padding} does not contain exactly one character.
619 @cindex strings, trimming
620 @cindex white space, trimming
621 @deftypefn {Function} {} LTRIM (@var{string})
622 Returns @var{string}, after removing leading spaces. Other white space,
623 such as tabs, carriage returns, line feeds, and vertical tabs, is not
627 @deftypefn {Function} {} LTRIM (@var{string}, @var{padding})
628 Returns @var{string}, after removing leading @var{padding} characters.
629 If @var{padding} does not contain exactly one character, returns an
633 @cindex numbers, converting from strings
634 @cindex strings, converting to numbers
635 @deftypefn {Function} {} NUMBER (@var{string}, @var{format})
636 Returns the number produced when @var{string} is interpreted according
637 to format specifier @var{format}. If the format width @var{w} is less
638 than the length of @var{string}, then only the first @var{w}
639 characters in @var{string} are used, e.g.@: @code{NUMBER("123", F3.0)}
640 and @code{NUMBER("1234", F3.0)} both have value 123. If @var{w} is
641 greater than @var{string}'s length, then it is treated as if it were
642 right-padded with spaces. If @var{string} is not in the correct
643 format for @var{format}, system-missing is returned.
646 @cindex strings, replacing substrings
647 @cindex replacing substrings
648 @deftypefn {Function} {} REPLACE (@var{haystack}, @var{needle}, @var{replacement}[, @var{n}])
649 Returns string @var{haystack} with instances of @var{needle} replaced
650 by @var{replacement}. If nonnegative integer @var{n} is specified, it
651 limits the maximum number of replacements; otherwise, all instances of
652 @var{needle} are replaced.
655 @cindex strings, searching backwards
656 @deftypefn {Function} {} RINDEX (@var{haystack}, @var{needle})
657 Returns a positive integer indicating the position of the last
658 occurrence of @var{needle} in @var{haystack}. Returns 0 if
659 @var{haystack} does not contain @var{needle}. Returns system-missing if
660 @var{needle} is an empty string.
663 @deftypefn {Function} {} RINDEX (@var{haystack}, @var{needle}, @var{needle_len})
664 Divides @var{needle} into parts, each with length @var{needle_len}.
665 Searches @var{haystack} for the last occurrence of each part, and
666 returns the largest value. Returns 0 if @var{haystack} does not contain
667 any part in @var{needle}. It is an error if @var{needle_len} does not
668 evenly divide the length of @var{needle}. Returns system-missing
669 if @var{needle} is an empty string or if needle_len is less than 1.
672 @cindex padding strings
673 @cindex strings, padding
674 @deftypefn {Function} {} RPAD (@var{string}, @var{length})
675 If @var{string} is at least @var{length} characters in length, returns
676 @var{string} unchanged. Otherwise, returns @var{string} padded with
677 spaces on the right to length @var{length}. Returns an empty string if
678 @var{length} is system-missing, negative, or greater than 255.
681 @deftypefn {Function} {} RPAD (@var{string}, @var{length}, @var{padding})
682 If @var{string} is at least @var{length} characters in length, returns
683 @var{string} unchanged. Otherwise, returns @var{string} padded with
684 @var{padding} on the right to length @var{length}. Returns an empty
685 string if @var{length} is system-missing, negative, or greater than 255,
686 or if @var{padding} does not contain exactly one character.
689 @cindex strings, trimming
690 @cindex white space, trimming
691 @deftypefn {Function} {} RTRIM (@var{string})
692 Returns @var{string}, after removing trailing spaces. Other types of
693 white space are not removed.
696 @deftypefn {Function} {} RTRIM (@var{string}, @var{padding})
697 Returns @var{string}, after removing trailing @var{padding} characters.
698 If @var{padding} does not contain exactly one character, returns an
702 @cindex strings, converting from numbers
703 @cindex numbers, converting to strings
704 @deftypefn {Function} {} STRING (@var{number}, @var{format})
705 Returns a string corresponding to @var{number} in the format given by
706 format specifier @var{format}. For example, @code{STRING(123.56, F5.1)}
707 has the value @code{"123.6"}.
710 @cindex strings, trimming
711 @cindex strings, truncating
712 @cindex white space, trimming
713 @deftypefn {Function} {} STRUNC (@var{string}, @var{n})
714 Returns @var{string}, first trimming it to at most @var{n} bytes, then
715 removing trailing spaces. Returns an empty string if @var{n} is
720 @cindex strings, taking substrings of
721 @deftypefn {Function} {} SUBSTR (@var{string}, @var{start})
722 Returns a string consisting of the value of @var{string} from position
723 @var{start} onward. Returns an empty string if @var{start} is system-missing,
724 less than 1, or greater than the length of @var{string}.
727 @deftypefn {Function} {} SUBSTR (@var{string}, @var{start}, @var{count})
728 Returns a string consisting of the first @var{count} characters from
729 @var{string} beginning at position @var{start}. Returns an empty string
730 if @var{start} or @var{count} is system-missing, if @var{start} is less
731 than 1 or greater than the number of characters in @var{string}, or if
732 @var{count} is less than 1. Returns a string shorter than @var{count}
733 characters if @var{start} + @var{count} - 1 is greater than the number
734 of characters in @var{string}. Examples: @code{SUBSTR("abcdefg", 3, 2)}
735 has value @code{"cd"}; @code{SUBSTR("nonsense", 4, 10)} has the value
739 @cindex case conversion
740 @cindex strings, case of
741 @deftypefn {Function} {} UPCASE (@var{string})
742 Returns @var{string}, changing lowercase letters to uppercase letters.
746 @subsection Time & Date Functions
747 @cindex functions, time & date
752 For compatibility, @pspp{} considers dates before 15 Oct 1582 invalid.
753 Most time and date functions will not accept earlier dates.
756 * Time and Date Concepts:: How times & dates are defined and represented
757 * Time Construction:: TIME.@{DAYS HMS@}
758 * Time Extraction:: CTIME.@{DAYS HOURS MINUTES SECONDS@}
759 * Date Construction:: DATE.@{DMY MDY MOYR QYR WKYR YRDAY@}
760 * Date Extraction:: XDATE.@{DATE HOUR JDAY MDAY MINUTE MONTH
761 QUARTER SECOND TDAY TIME WEEK
763 * Time and Date Arithmetic:: DATEDIFF DATESUM
766 @node Time and Date Concepts
767 @subsubsection How times & dates are defined and represented
769 @cindex time, concepts
770 @cindex time, intervals
771 Times and dates are handled by @pspp{} as single numbers. A
772 @dfn{time} is an interval. @pspp{} measures times in seconds.
773 Thus, the following intervals correspond with the numeric values given:
778 1 day, 3 hours, 10 seconds 97,210
782 @cindex dates, concepts
783 @cindex time, instants of
784 A @dfn{date}, on the other hand, is a particular instant in the past
785 or the future. @pspp{} represents a date as a number of seconds since
786 midnight preceding 14 Oct 1582. Because midnight preceding the dates
787 given below correspond with the numeric @pspp{} dates given:
791 4 Jul 1776 6,113,318,400
792 1 Jan 1900 10,010,390,400
793 1 Oct 1978 12,495,427,200
794 24 Aug 1995 13,028,601,600
797 @node Time Construction
798 @subsubsection Functions that Produce Times
799 @cindex times, constructing
800 @cindex constructing times
802 These functions take numeric arguments and return numeric values that
806 @cindex time, in days
807 @deftypefn {Function} {} TIME.DAYS (@var{ndays})
808 Returns a time corresponding to @var{ndays} days.
811 @cindex hours-minutes-seconds
812 @cindex time, in hours-minutes-seconds
813 @deftypefn {Function} {} TIME.HMS (@var{nhours}, @var{nmins}, @var{nsecs})
814 Returns a time corresponding to @var{nhours} hours, @var{nmins}
815 minutes, and @var{nsecs} seconds. The arguments may not have mixed
816 signs: if any of them are positive, then none may be negative, and
820 @node Time Extraction
821 @subsubsection Functions that Examine Times
822 @cindex extraction, of time
823 @cindex time examination
824 @cindex examination, of times
825 @cindex time, lengths of
827 These functions take numeric arguments in @pspp{} time format and
828 give numeric results.
831 @cindex time, in days
832 @deftypefn {Function} {} CTIME.DAYS (@var{time})
833 Results in the number of days and fractional days in @var{time}.
837 @cindex time, in hours
838 @deftypefn {Function} {} CTIME.HOURS (@var{time})
839 Results in the number of hours and fractional hours in @var{time}.
843 @cindex time, in minutes
844 @deftypefn {Function} {} CTIME.MINUTES (@var{time})
845 Results in the number of minutes and fractional minutes in @var{time}.
849 @cindex time, in seconds
850 @deftypefn {Function} {} CTIME.SECONDS (@var{time})
851 Results in the number of seconds and fractional seconds in @var{time}.
852 (@code{CTIME.SECONDS} does nothing; @code{CTIME.SECONDS(@var{x})} is
853 equivalent to @code{@var{x}}.)
856 @node Date Construction
857 @subsubsection Functions that Produce Dates
858 @cindex dates, constructing
859 @cindex constructing dates
861 @cindex arguments, of date construction functions
862 These functions take numeric arguments and give numeric results that
863 represent dates. Arguments taken by these functions are:
867 Refers to a day of the month between 1 and 31. Day 0 is also accepted
868 and refers to the final day of the previous month. Days 29, 30, and
869 31 are accepted even in months that have fewer days and refer to a day
870 near the beginning of the following month.
873 Refers to a month of the year between 1 and 12. Months 0 and 13 are
874 also accepted and refer to the last month of the preceding year and
875 the first month of the following year, respectively.
878 Refers to a quarter of the year between 1 and 4. The quarters of the
879 year begin on the first day of months 1, 4, 7, and 10.
882 Refers to a week of the year between 1 and 53.
885 Refers to a day of the year between 1 and 366.
888 Refers to a year, 1582 or greater. Years between 0 and 99 are treated
889 according to the epoch set on SET EPOCH, by default beginning 69 years
890 before the current date (@pxref{SET EPOCH}).
893 @cindex arguments, invalid
894 If these functions' arguments are out-of-range, they are correctly
895 normalized before conversion to date format. Non-integers are rounded
898 @cindex day-month-year
899 @cindex dates, day-month-year
900 @deftypefn {Function} {} DATE.DMY (@var{day}, @var{month}, @var{year})
901 @deftypefnx {Function} {} DATE.MDY (@var{month}, @var{day}, @var{year})
902 Results in a date value corresponding to the midnight before day
903 @var{day} of month @var{month} of year @var{year}.
907 @cindex dates, month-year
908 @deftypefn {Function} {} DATE.MOYR (@var{month}, @var{year})
909 Results in a date value corresponding to the midnight before the first
910 day of month @var{month} of year @var{year}.
914 @cindex dates, quarter-year
915 @deftypefn {Function} {} DATE.QYR (@var{quarter}, @var{year})
916 Results in a date value corresponding to the midnight before the first
917 day of quarter @var{quarter} of year @var{year}.
921 @cindex dates, week-year
922 @deftypefn {Function} {} DATE.WKYR (@var{week}, @var{year})
923 Results in a date value corresponding to the midnight before the first
924 day of week @var{week} of year @var{year}.
928 @cindex dates, year-day
929 @deftypefn {Function} {} DATE.YRDAY (@var{year}, @var{yday})
930 Results in a date value corresponding to the day
931 @var{yday} of year @var{year}.
934 @node Date Extraction
935 @subsubsection Functions that Examine Dates
936 @cindex extraction, of dates
937 @cindex date examination
939 @cindex arguments, of date extraction functions
940 These functions take numeric arguments in @pspp{} date or time
941 format and give numeric results. These names are used for arguments:
945 A numeric value in @pspp{} date format.
948 A numeric value in @pspp{} time format.
951 A numeric value in @pspp{} time or date format.
955 @cindex dates, in days
956 @cindex time, in days
957 @deftypefn {Function} {} XDATE.DATE (@var{time-or-date})
958 For a time, results in the time corresponding to the number of whole
959 days @var{date-or-time} includes. For a date, results in the date
960 corresponding to the latest midnight at or before @var{date-or-time};
961 that is, gives the date that @var{date-or-time} is in.
965 @cindex dates, in hours
966 @cindex time, in hours
967 @deftypefn {Function} {} XDATE.HOUR (@var{time-or-date})
968 For a time, results in the number of whole hours beyond the number of
969 whole days represented by @var{date-or-time}. For a date, results in
970 the hour (as an integer between 0 and 23) corresponding to
974 @cindex day of the year
975 @cindex dates, day of the year
976 @deftypefn {Function} {} XDATE.JDAY (@var{date})
977 Results in the day of the year (as an integer between 1 and 366)
978 corresponding to @var{date}.
981 @cindex day of the month
982 @cindex dates, day of the month
983 @deftypefn {Function} {} XDATE.MDAY (@var{date})
984 Results in the day of the month (as an integer between 1 and 31)
985 corresponding to @var{date}.
989 @cindex dates, in minutes
990 @cindex time, in minutes
991 @deftypefn {Function} {} XDATE.MINUTE (@var{time-or-date})
992 Results in the number of minutes (as an integer between 0 and 59) after
993 the last hour in @var{time-or-date}.
997 @cindex dates, in months
998 @deftypefn {Function} {} XDATE.MONTH (@var{date})
999 Results in the month of the year (as an integer between 1 and 12)
1000 corresponding to @var{date}.
1004 @cindex dates, in quarters
1005 @deftypefn {Function} {} XDATE.QUARTER (@var{date})
1006 Results in the quarter of the year (as an integer between 1 and 4)
1007 corresponding to @var{date}.
1011 @cindex dates, in seconds
1012 @cindex time, in seconds
1013 @deftypefn {Function} {} XDATE.SECOND (@var{time-or-date})
1014 Results in the number of whole seconds after the last whole minute (as
1015 an integer between 0 and 59) in @var{time-or-date}.
1019 @cindex times, in days
1020 @deftypefn {Function} {} XDATE.TDAY (@var{date})
1021 Results in the number of whole days from 14 Oct 1582 to @var{date}.
1025 @cindex dates, time of day
1026 @deftypefn {Function} {} XDATE.TIME (@var{date})
1027 Results in the time of day at the instant corresponding to @var{date},
1028 as a time value. This is the number of seconds since
1029 midnight on the day corresponding to @var{date}.
1033 @cindex dates, in weeks
1034 @deftypefn {Function} {} XDATE.WEEK (@var{date})
1035 Results in the week of the year (as an integer between 1 and 53)
1036 corresponding to @var{date}.
1039 @cindex day of the week
1041 @cindex dates, day of the week
1042 @cindex dates, in weekdays
1043 @deftypefn {Function} {} XDATE.WKDAY (@var{date})
1044 Results in the day of week (as an integer between 1 and 7) corresponding
1045 to @var{date}, where 1 represents Sunday.
1049 @cindex dates, in years
1050 @deftypefn {Function} {} XDATE.YEAR (@var{date})
1051 Returns the year (as an integer 1582 or greater) corresponding to
1055 @node Time and Date Arithmetic
1056 @subsubsection Time and Date Arithmetic
1058 @cindex time, mathematical properties of
1059 @cindex mathematics, applied to times & dates
1060 @cindex dates, mathematical properties of
1062 Ordinary arithmetic operations on dates and times often produce
1063 sensible results. Adding a time to, or subtracting one from, a date
1064 produces a new date that much earlier or later. The difference of two
1065 dates yields the time between those dates. Adding two times produces
1066 the combined time. Multiplying a time by a scalar produces a time
1067 that many times longer. Since times and dates are just numbers, the
1068 ordinary addition and subtraction operators are employed for these
1071 Adding two dates does not produce a useful result.
1073 Dates and times may have very large values. Thus,
1074 it is not a good idea to take powers of these values; also, the
1075 accuracy of some procedures may be affected. If necessary, convert
1076 times or dates in seconds to some other unit, like days or years,
1077 before performing analysis.
1079 @pspp{} supplies a few functions for date arithmetic:
1081 @deftypefn {Function} {} DATEDIFF (@var{date2}, @var{date1}, @var{unit})
1082 Returns the span of time from @var{date1} to @var{date2} in terms of
1083 @var{unit}, which must be a quoted string, one of @samp{years},
1084 @samp{quarters}, @samp{months}, @samp{weeks}, @samp{days},
1085 @samp{hours}, @samp{minutes}, and @samp{seconds}. The result is an
1086 integer, truncated toward zero.
1088 One year is considered to span from a given date to the same month,
1089 day, and time of day the next year. Thus, from Jan.@tie{}1 of one
1090 year to Jan.@tie{}1 the next year is considered to be a full year, but
1091 Feb.@tie{}29 of a leap year to the following Feb.@tie{}28 is not.
1092 Similarly, one month spans from a given day of the month to the same
1093 day of the following month. Thus, there is never a full month from
1094 Jan.@tie{}31 of a given year to any day in the following February.
1097 @deftypefn {Function} {} DATESUM (@var{date}, @var{quantity}, @var{unit}[, @var{method}])
1098 Returns @var{date} advanced by the given @var{quantity} of the
1099 specified @var{unit}, which must be one of the strings @samp{years},
1100 @samp{quarters}, @samp{months}, @samp{weeks}, @samp{days},
1101 @samp{hours}, @samp{minutes}, and @samp{seconds}.
1103 When @var{unit} is @samp{years}, @samp{quarters}, or @samp{months},
1104 only the integer part of @var{quantity} is considered. Adding one of
1105 these units can cause the day of the month to exceed the number of
1106 days in the month. In this case, the @var{method} comes into
1107 play: if it is omitted or specified as @samp{closest} (as a quoted
1108 string), then the resulting day is the last day of the month;
1109 otherwise, if it is specified as @samp{rollover}, then the extra days
1110 roll over into the following month.
1112 When @var{unit} is @samp{weeks}, @samp{days}, @samp{hours},
1113 @samp{minutes}, or @samp{seconds}, the @var{quantity} is not rounded
1114 to an integer and @var{method}, if specified, is ignored.
1117 @node Miscellaneous Functions
1118 @subsection Miscellaneous Functions
1119 @cindex functions, miscellaneous
1121 @cindex cross-case function
1122 @cindex function, cross-case
1123 @deftypefn {Function} {} LAG (@var{variable}[, @var{n}])
1126 @var{variable} must be a numeric or string variable name. @code{LAG}
1127 yields the value of that variable for the case @var{n} before the
1128 current one. Results in system-missing (for numeric variables) or
1129 blanks (for string variables) for the first @var{n} cases.
1131 @code{LAG} obtains values from the cases that become the new active
1133 after a procedure executes. Thus, @code{LAG} will not return values
1134 from cases dropped by transformations such as @cmd{SELECT IF}, and
1135 transformations like @cmd{COMPUTE} that modify data will change the
1136 values returned by @code{LAG}. These are both the case whether these
1137 transformations precede or follow the use of @code{LAG}.
1139 If @code{LAG} is used before @cmd{TEMPORARY}, then the values it returns
1140 are those in cases just before @cmd{TEMPORARY}. @code{LAG} may not be
1141 used after @cmd{TEMPORARY}.
1143 If omitted, @var{ncases} defaults to 1. Otherwise, @var{ncases} must
1144 be a small positive constant integer. There is no explicit limit, but
1145 use of a large value will increase memory consumption.
1148 @cindex date, Julian
1150 @deftypefn {Function} {} YRMODA (@var{year}, @var{month}, @var{day})
1151 @var{year} is a year, either between 0 and 99 or at least 1582.
1152 Unlike other @pspp{} date functions, years between 0 and 99 always
1153 correspond to 1900 through 1999. @var{month} is a month between 1 and
1154 13. @var{day} is a day between 0 and 31. A @var{day} of 0 refers to
1155 the last day of the previous month, and a @var{month} of 13 refers to
1156 the first month of the next year. @var{year} must be in range.
1157 @var{year}, @var{month}, and @var{day} must all be integers.
1159 @code{YRMODA} results in the number of days between 15 Oct 1582 and
1160 the date specified, plus one. The date passed to @code{YRMODA} must be
1161 on or after 15 Oct 1582. 15 Oct 1582 has a value of 1.
1165 @deftypefn {Function} VALUELABEL (@var{variable})
1166 Returns a string matching the label associated with the current value
1167 of @var{variable}. If the current value of @var{variable} has no
1168 associated label, then this function returns the empty string.
1169 @var{variable} may be a numeric or string variable.
1172 @node Statistical Distribution Functions
1173 @subsection Statistical Distribution Functions
1175 @pspp{} can calculate several functions of standard statistical
1176 distributions. These functions are named systematically based on the
1177 function and the distribution. The table below describes the
1178 statistical distribution functions in general:
1181 @item PDF.@var{dist} (@var{x}[, @var{param}@dots{}])
1182 Probability density function for @var{dist}. The domain of @var{x}
1183 depends on @var{dist}. For continuous distributions, the result is
1184 the density of the probability function at @var{x}, and the range is
1185 nonnegative real numbers. For discrete distributions, the result is
1186 the probability of @var{x}.
1188 @item CDF.@var{dist} (@var{x}[, @var{param}@dots{}])
1189 Cumulative distribution function for @var{dist}, that is, the
1190 probability that a random variate drawn from the distribution is less
1191 than @var{x}. The domain of @var{x} depends @var{dist}. The result is
1194 @item SIG.@var{dist} (@var{x}[, @var{param}@dots{})
1195 Tail probability function for @var{dist}, that is, the probability
1196 that a random variate drawn from the distribution is greater than
1197 @var{x}. The domain of @var{x} depends @var{dist}. The result is a
1198 probability. Only a few distributions include an @func{SIG} function.
1200 @item IDF.@var{dist} (@var{p}[, @var{param}@dots{}])
1201 Inverse distribution function for @var{dist}, the value of @var{x} for
1202 which the CDF would yield @var{p}. The value of @var{p} is a
1203 probability. The range depends on @var{dist} and is identical to the
1204 domain for the corresponding CDF.
1206 @item RV.@var{dist} ([@var{param}@dots{}])
1207 Random variate function for @var{dist}. The range depends on the
1210 @item NPDF.@var{dist} (@var{x}[, @var{param}@dots{}])
1211 Noncentral probability density function. The result is the density of
1212 the given noncentral distribution at @var{x}. The domain of @var{x}
1213 depends on @var{dist}. The range is nonnegative real numbers. Only a
1214 few distributions include an @func{NPDF} function.
1216 @item NCDF.@var{dist} (@var{x}[, @var{param}@dots{}])
1217 Noncentral cumulative distribution function for @var{dist}, that is,
1218 the probability that a random variate drawn from the given noncentral
1219 distribution is less than @var{x}. The domain of @var{x} depends
1220 @var{dist}. The result is a probability. Only a few distributions
1221 include an NCDF function.
1224 The individual distributions are described individually below.
1227 * Continuous Distributions::
1228 * Discrete Distributions::
1231 @node Continuous Distributions
1232 @subsubsection Continuous Distributions
1234 The following continuous distributions are available:
1236 @deftypefn {Function} {} PDF.BETA (@var{x})
1237 @deftypefnx {Function} {} CDF.BETA (@var{x}, @var{a}, @var{b})
1238 @deftypefnx {Function} {} IDF.BETA (@var{p}, @var{a}, @var{b})
1239 @deftypefnx {Function} {} RV.BETA (@var{a}, @var{b})
1240 @deftypefnx {Function} {} NPDF.BETA (@var{x}, @var{a}, @var{b}, @var{lambda})
1241 @deftypefnx {Function} {} NCDF.BETA (@var{x}, @var{a}, @var{b}, @var{lambda})
1242 Beta distribution with shape parameters @var{a} and @var{b}. The
1243 noncentral distribution takes an additional parameter @var{lambda}.
1244 Constraints: @var{a} > 0, @var{b} > 0, @var{lambda} >= 0, 0 <= @var{x}
1245 <= 1, 0 <= @var{p} <= 1.
1248 @deftypefn {Function} {} PDF.BVNOR (@var{x0}, @var{x1}, @var{rho})
1249 @deftypefnx {Function} {} CDF.VBNOR (@var{x0}, @var{x1}, @var{rho})
1250 Bivariate normal distribution of two standard normal variables with
1251 correlation coefficient @var{rho}. Two variates @var{x0} and @var{x1}
1252 must be provided. Constraints: 0 <= @var{rho} <= 1, 0 <= @var{p} <= 1.
1255 @deftypefn {Function} {} PDF.CAUCHY (@var{x}, @var{a}, @var{b})
1256 @deftypefnx {Function} {} CDF.CAUCHY (@var{x}, @var{a}, @var{b})
1257 @deftypefnx {Function} {} IDF.CAUCHY (@var{p}, @var{a}, @var{b})
1258 @deftypefnx {Function} {} RV.CAUCHY (@var{a}, @var{b})
1259 Cauchy distribution with location parameter @var{a} and scale
1260 parameter @var{b}. Constraints: @var{b} > 0, 0 < @var{p} < 1.
1263 @c @deftypefn {Function} {} PDF.CHISQ (@var{x}, @var{df})
1264 @deftypefn {Function} {} CDF.CHISQ (@var{x}, @var{df})
1265 @deftypefnx {Function} {} SIG.CHISQ (@var{x}, @var{df})
1266 @deftypefnx {Function} {} IDF.CHISQ (@var{p}, @var{df})
1267 @deftypefnx {Function} {} RV.CHISQ (@var{df})
1268 @c @deftypefnx {Function} {} NPDF.CHISQ (@var{x}, @var{df}, @var{lambda})
1269 @deftypefnx {Function} {} NCDF.CHISQ (@var{x}, @var{df}, @var{lambda})
1270 Chi-squared distribution with @var{df} degrees of freedom. The
1271 noncentral distribution takes an additional parameter @var{lambda}.
1272 Constraints: @var{df} > 0, @var{lambda} > 0, @var{x} >= 0, 0 <=
1276 @deftypefn {Function} {} PDF.EXP (@var{x}, @var{a})
1277 @deftypefnx {Function} {} CDF.EXP (@var{x}, @var{a})
1278 @deftypefnx {Function} {} IDF.EXP (@var{p}, @var{a})
1279 @deftypefnx {Function} {} RV.EXP (@var{a})
1280 Exponential distribution with scale parameter @var{a}. The inverse of
1281 @var{a} represents the rate of decay. Constraints: @var{a} > 0,
1282 @var{x} >= 0, 0 <= @var{p} < 1.
1285 @deftypefn {Function} {} PDF.XPOWER (@var{x}, @var{a}, @var{b})
1286 @deftypefnx {Function} {} RV.XPOWER (@var{a}, @var{b})
1287 Exponential power distribution with positive scale parameter @var{a}
1288 and nonnegative power parameter @var{b}. Constraints: @var{a} > 0,
1289 @var{b} >= 0, @var{x} >= 0, 0 <= @var{p} <= 1. This distribution is a
1293 @deftypefn {Function} {} PDF.F (@var{x}, @var{df1}, @var{df2})
1294 @deftypefnx {Function} {} CDF.F (@var{x}, @var{df1}, @var{df2})
1295 @deftypefnx {Function} {} SIG.F (@var{x}, @var{df1}, @var{df2})
1296 @deftypefnx {Function} {} IDF.F (@var{p}, @var{df1}, @var{df2})
1297 @deftypefnx {Function} {} RV.F (@var{df1}, @var{df2})
1298 @c @deftypefnx {Function} {} NPDF.F (@var{x}, @var{df1}, @var{df2}, @var{lambda})
1299 @c @deftypefnx {Function} {} NCDF.F (@var{x}, @var{df1}, @var{df2}, @var{lambda})
1300 F-distribution of two chi-squared deviates with @var{df1} and
1301 @var{df2} degrees of freedom. The noncentral distribution takes an
1302 additional parameter @var{lambda}. Constraints: @var{df1} > 0,
1303 @var{df2} > 0, @var{lambda} >= 0, @var{x} >= 0, 0 <= @var{p} < 1.
1306 @deftypefn {Function} {} PDF.GAMMA (@var{x}, @var{a}, @var{b})
1307 @deftypefnx {Function} {} CDF.GAMMA (@var{x}, @var{a}, @var{b})
1308 @deftypefnx {Function} {} IDF.GAMMA (@var{p}, @var{a}, @var{b})
1309 @deftypefnx {Function} {} RV.GAMMA (@var{a}, @var{b})
1310 Gamma distribution with shape parameter @var{a} and scale parameter
1311 @var{b}. Constraints: @var{a} > 0, @var{b} > 0, @var{x} >= 0, 0 <=
1315 @c @deftypefn {Function} {} PDF.HALFNRM (@var{x}, @var{a}, @var{b})
1316 @c @deftypefnx {Function} {} CDF.HALFNRM (@var{x}, @var{a}, @var{b})
1317 @c @deftypefnx {Function} {} IDF.HALFNRM (@var{p}, @var{a}, @var{b})
1318 @c @deftypefnx {Function} {} RV.HALFNRM (@var{a}, @var{b})
1319 @c Half-normal distribution with location parameter @var{a} and shape
1320 @c parameter @var{b}. Constraints: @var{b} > 0, 0 < @var{p} < 1.
1323 @c @deftypefn {Function} {} PDF.IGAUSS (@var{x}, @var{a}, @var{b})
1324 @c @deftypefnx {Function} {} CDF.IGAUSS (@var{x}, @var{a}, @var{b})
1325 @c @deftypefnx {Function} {} IDF.IGAUSS (@var{p}, @var{a}, @var{b})
1326 @c @deftypefnx {Function} {} RV.IGAUSS (@var{a}, @var{b})
1327 @c Inverse Gaussian distribution with parameters @var{a} and @var{b}.
1328 @c Constraints: @var{a} > 0, @var{b} > 0, @var{x} > 0, 0 <= @var{p} < 1.
1331 @deftypefn {Function} {} PDF.LANDAU (@var{x})
1332 @deftypefnx {Function} {} RV.LANDAU ()
1333 Landau distribution.
1336 @deftypefn {Function} {} PDF.LAPLACE (@var{x}, @var{a}, @var{b})
1337 @deftypefnx {Function} {} CDF.LAPLACE (@var{x}, @var{a}, @var{b})
1338 @deftypefnx {Function} {} IDF.LAPLACE (@var{p}, @var{a}, @var{b})
1339 @deftypefnx {Function} {} RV.LAPLACE (@var{a}, @var{b})
1340 Laplace distribution with location parameter @var{a} and scale
1341 parameter @var{b}. Constraints: @var{b} > 0, 0 < @var{p} < 1.
1344 @deftypefn {Function} {} RV.LEVY (@var{c}, @var{alpha})
1345 Levy symmetric alpha-stable distribution with scale @var{c} and
1346 exponent @var{alpha}. Constraints: 0 < @var{alpha} <= 2.
1349 @deftypefn {Function} {} RV.LVSKEW (@var{c}, @var{alpha}, @var{beta})
1350 Levy skew alpha-stable distribution with scale @var{c}, exponent
1351 @var{alpha}, and skewness parameter @var{beta}. Constraints: 0 <
1352 @var{alpha} <= 2, -1 <= @var{beta} <= 1.
1355 @deftypefn {Function} {} PDF.LOGISTIC (@var{x}, @var{a}, @var{b})
1356 @deftypefnx {Function} {} CDF.LOGISTIC (@var{x}, @var{a}, @var{b})
1357 @deftypefnx {Function} {} IDF.LOGISTIC (@var{p}, @var{a}, @var{b})
1358 @deftypefnx {Function} {} RV.LOGISTIC (@var{a}, @var{b})
1359 Logistic distribution with location parameter @var{a} and scale
1360 parameter @var{b}. Constraints: @var{b} > 0, 0 < @var{p} < 1.
1363 @deftypefn {Function} {} PDF.LNORMAL (@var{x}, @var{a}, @var{b})
1364 @deftypefnx {Function} {} CDF.LNORMAL (@var{x}, @var{a}, @var{b})
1365 @deftypefnx {Function} {} IDF.LNORMAL (@var{p}, @var{a}, @var{b})
1366 @deftypefnx {Function} {} RV.LNORMAL (@var{a}, @var{b})
1367 Lognormal distribution with parameters @var{a} and @var{b}.
1368 Constraints: @var{a} > 0, @var{b} > 0, @var{x} >= 0, 0 <= @var{p} < 1.
1371 @deftypefn {Function} {} PDF.NORMAL (@var{x}, @var{mu}, @var{sigma})
1372 @deftypefnx {Function} {} CDF.NORMAL (@var{x}, @var{mu}, @var{sigma})
1373 @deftypefnx {Function} {} IDF.NORMAL (@var{p}, @var{mu}, @var{sigma})
1374 @deftypefnx {Function} {} RV.NORMAL (@var{mu}, @var{sigma})
1375 Normal distribution with mean @var{mu} and standard deviation
1376 @var{sigma}. Constraints: @var{b} > 0, 0 < @var{p} < 1. Three
1377 additional functions are available as shorthand:
1379 @deftypefn {Function} {} CDFNORM (@var{x})
1380 Equivalent to CDF.NORMAL(@var{x}, 0, 1).
1383 @deftypefn {Function} {} PROBIT (@var{p})
1384 Equivalent to IDF.NORMAL(@var{p}, 0, 1).
1387 @deftypefn {Function} {} NORMAL (@var{sigma})
1388 Equivalent to RV.NORMAL(0, @var{sigma}).
1392 @deftypefn {Function} {} PDF.NTAIL (@var{x}, @var{a}, @var{sigma})
1393 @deftypefnx {Function} {} RV.NTAIL (@var{a}, @var{sigma})
1394 Normal tail distribution with lower limit @var{a} and standard
1395 deviation @var{sigma}. This distribution is a @pspp{} extension.
1396 Constraints: @var{a} > 0, @var{x} > @var{a}, 0 < @var{p} < 1.
1399 @deftypefn {Function} {} PDF.PARETO (@var{x}, @var{a}, @var{b})
1400 @deftypefnx {Function} {} CDF.PARETO (@var{x}, @var{a}, @var{b})
1401 @deftypefnx {Function} {} IDF.PARETO (@var{p}, @var{a}, @var{b})
1402 @deftypefnx {Function} {} RV.PARETO (@var{a}, @var{b})
1403 Pareto distribution with threshold parameter @var{a} and shape
1404 parameter @var{b}. Constraints: @var{a} > 0, @var{b} > 0, @var{x} >=
1405 @var{a}, 0 <= @var{p} < 1.
1408 @deftypefn {Function} {} PDF.RAYLEIGH (@var{x}, @var{sigma})
1409 @deftypefnx {Function} {} CDF.RAYLEIGH (@var{x}, @var{sigma})
1410 @deftypefnx {Function} {} IDF.RAYLEIGH (@var{p}, @var{sigma})
1411 @deftypefnx {Function} {} RV.RAYLEIGH (@var{sigma})
1412 Rayleigh distribution with scale parameter @var{sigma}. This
1413 distribution is a @pspp{} extension. Constraints: @var{sigma} > 0,
1417 @deftypefn {Function} {} PDF.RTAIL (@var{x}, @var{a}, @var{sigma})
1418 @deftypefnx {Function} {} RV.RTAIL (@var{a}, @var{sigma})
1419 Rayleigh tail distribution with lower limit @var{a} and scale
1420 parameter @var{sigma}. This distribution is a @pspp{} extension.
1421 Constraints: @var{a} > 0, @var{sigma} > 0, @var{x} > @var{a}.
1424 @c @deftypefn {Function} {} CDF.SMOD (@var{x}, @var{a}, @var{b})
1425 @c @deftypefnx {Function} {} IDF.SMOD (@var{p}, @var{a}, @var{b})
1426 @c Studentized maximum modulus distribution with parameters @var{a} and
1427 @c @var{b}. Constraints: @var{a} > 0, @var{b} > 0, @var{x} > 0, 0 <=
1431 @c @deftypefn {Function} {} CDF.SRANGE (@var{x}, @var{a}, @var{b})
1432 @c @deftypefnx {Function} {} IDF.SRANGE (@var{p}, @var{a}, @var{b})
1433 @c Studentized range distribution with parameters @var{a} and @var{b}.
1434 @c Constraints: @var{a} >= 1, @var{b} >= 1, @var{x} > 0, 0 <= @var{p} <
1438 @deftypefn {Function} {} PDF.T (@var{x}, @var{df})
1439 @deftypefnx {Function} {} CDF.T (@var{x}, @var{df})
1440 @deftypefnx {Function} {} IDF.T (@var{p}, @var{df})
1441 @deftypefnx {Function} {} RV.T (@var{df})
1442 @c @deftypefnx {Function} {} NPDF.T (@var{x}, @var{df}, @var{lambda})
1443 @c @deftypefnx {Function} {} NCDF.T (@var{x}, @var{df}, @var{lambda})
1444 T-distribution with @var{df} degrees of freedom. The noncentral
1445 distribution takes an additional parameter @var{lambda}. Constraints:
1446 @var{df} > 0, 0 < @var{p} < 1.
1449 @deftypefn {Function} {} PDF.T1G (@var{x}, @var{a}, @var{b})
1450 @deftypefnx {Function} {} CDF.T1G (@var{x}, @var{a}, @var{b})
1451 @deftypefnx {Function} {} IDF.T1G (@var{p}, @var{a}, @var{b})
1452 Type-1 Gumbel distribution with parameters @var{a} and @var{b}. This
1453 distribution is a @pspp{} extension. Constraints: 0 < @var{p} < 1.
1456 @deftypefn {Function} {} PDF.T2G (@var{x}, @var{a}, @var{b})
1457 @deftypefnx {Function} {} CDF.T2G (@var{x}, @var{a}, @var{b})
1458 @deftypefnx {Function} {} IDF.T2G (@var{p}, @var{a}, @var{b})
1459 Type-2 Gumbel distribution with parameters @var{a} and @var{b}. This
1460 distribution is a @pspp{} extension. Constraints: @var{x} > 0, 0 <
1464 @deftypefn {Function} {} PDF.UNIFORM (@var{x}, @var{a}, @var{b})
1465 @deftypefnx {Function} {} CDF.UNIFORM (@var{x}, @var{a}, @var{b})
1466 @deftypefnx {Function} {} IDF.UNIFORM (@var{p}, @var{a}, @var{b})
1467 @deftypefnx {Function} {} RV.UNIFORM (@var{a}, @var{b})
1468 Uniform distribution with parameters @var{a} and @var{b}.
1469 Constraints: @var{a} <= @var{x} <= @var{b}, 0 <= @var{p} <= 1. An
1470 additional function is available as shorthand:
1472 @deftypefn {Function} {} UNIFORM (@var{b})
1473 Equivalent to RV.UNIFORM(0, @var{b}).
1477 @deftypefn {Function} {} PDF.WEIBULL (@var{x}, @var{a}, @var{b})
1478 @deftypefnx {Function} {} CDF.WEIBULL (@var{x}, @var{a}, @var{b})
1479 @deftypefnx {Function} {} IDF.WEIBULL (@var{p}, @var{a}, @var{b})
1480 @deftypefnx {Function} {} RV.WEIBULL (@var{a}, @var{b})
1481 Weibull distribution with parameters @var{a} and @var{b}.
1482 Constraints: @var{a} > 0, @var{b} > 0, @var{x} >= 0, 0 <= @var{p} < 1.
1485 @node Discrete Distributions
1486 @subsubsection Discrete Distributions
1488 The following discrete distributions are available:
1490 @deftypefn {Function} {} PDF.BERNOULLI (@var{x})
1491 @deftypefnx {Function} {} CDF.BERNOULLI (@var{x}, @var{p})
1492 @deftypefnx {Function} {} RV.BERNOULLI (@var{p})
1493 Bernoulli distribution with probability of success @var{p}.
1494 Constraints: @var{x} = 0 or 1, 0 <= @var{p} <= 1.
1497 @deftypefn {Function} {} PDF.BINOM (@var{x}, @var{n}, @var{p})
1498 @deftypefnx {Function} {} CDF.BINOM (@var{x}, @var{n}, @var{p})
1499 @deftypefnx {Function} {} RV.BINOM (@var{n}, @var{p})
1500 Binomial distribution with @var{n} trials and probability of success
1501 @var{p}. Constraints: integer @var{n} > 0, 0 <= @var{p} <= 1, integer
1505 @deftypefn {Function} {} PDF.GEOM (@var{x}, @var{n}, @var{p})
1506 @deftypefnx {Function} {} CDF.GEOM (@var{x}, @var{n}, @var{p})
1507 @deftypefnx {Function} {} RV.GEOM (@var{n}, @var{p})
1508 Geometric distribution with probability of success @var{p}.
1509 Constraints: 0 <= @var{p} <= 1, integer @var{x} > 0.
1512 @deftypefn {Function} {} PDF.HYPER (@var{x}, @var{a}, @var{b}, @var{c})
1513 @deftypefnx {Function} {} CDF.HYPER (@var{x}, @var{a}, @var{b}, @var{c})
1514 @deftypefnx {Function} {} RV.HYPER (@var{a}, @var{b}, @var{c})
1515 Hypergeometric distribution when @var{b} objects out of @var{a} are
1516 drawn and @var{c} of the available objects are distinctive.
1517 Constraints: integer @var{a} > 0, integer @var{b} <= @var{a}, integer
1518 @var{c} <= @var{a}, integer @var{x} >= 0.
1521 @deftypefn {Function} {} PDF.LOG (@var{x}, @var{p})
1522 @deftypefnx {Function} {} RV.LOG (@var{p})
1523 Logarithmic distribution with probability parameter @var{p}.
1524 Constraints: 0 <= @var{p} < 1, @var{x} >= 1.
1527 @deftypefn {Function} {} PDF.NEGBIN (@var{x}, @var{n}, @var{p})
1528 @deftypefnx {Function} {} CDF.NEGBIN (@var{x}, @var{n}, @var{p})
1529 @deftypefnx {Function} {} RV.NEGBIN (@var{n}, @var{p})
1530 Negative binomial distribution with number of successes parameter
1531 @var{n} and probability of success parameter @var{p}. Constraints:
1532 integer @var{n} >= 0, 0 < @var{p} <= 1, integer @var{x} >= 1.
1535 @deftypefn {Function} {} PDF.POISSON (@var{x}, @var{mu})
1536 @deftypefnx {Function} {} CDF.POISSON (@var{x}, @var{mu})
1537 @deftypefnx {Function} {} RV.POISSON (@var{mu})
1538 Poisson distribution with mean @var{mu}. Constraints: @var{mu} > 0,
1539 integer @var{x} >= 0.
1542 @node Order of Operations
1543 @section Operator Precedence
1544 @cindex operator precedence
1545 @cindex precedence, operator
1546 @cindex order of operations
1547 @cindex operations, order of
1549 The following table describes operator precedence. Smaller-numbered
1550 levels in the table have higher precedence. Within a level,
1551 operations are always performed from left to right. The first
1552 occurrence of @samp{-} represents unary negation, the second binary
1567 @code{EQ GE GT LE LT NE}