X-Git-Url: https://pintos-os.org/cgi-bin/gitweb.cgi?a=blobdiff_plain;f=doc%2Fstatistics.texi;fp=doc%2Fstatistics.texi;h=8c4a2dde445ec6c67b802ca40665d7aa19a56c6c;hb=ffca729efecaa224bf1d71ba4b43af9222d7e8e3;hp=01976e27c950fa4ef21087dc40e0fadbd668a3ee;hpb=b0c435e63832db2311c8ebc22307c16851ce55fb;p=pspp diff --git a/doc/statistics.texi b/doc/statistics.texi index 01976e27c9..8c4a2dde44 100644 --- a/doc/statistics.texi +++ b/doc/statistics.texi @@ -20,6 +20,7 @@ far. * GRAPH:: Plot data. * CORRELATIONS:: Correlation tables. * CROSSTABS:: Crosstabulation tables. +* CTABLES:: Custom tables. * FACTOR:: Factor analysis and Principal Components analysis. * GLM:: Univariate Linear Models. * LOGISTIC REGRESSION:: Bivariate Logistic Regression. @@ -29,7 +30,6 @@ far. * ONEWAY:: One way analysis of variance. * QUICK CLUSTER:: K-Means clustering. * RANK:: Compute rank scores. -* REGRESSION:: Linear regression. * RELIABILITY:: Reliability analysis. * ROC:: Receiver Operating Characteristic. @end menu @@ -897,6 +897,819 @@ person's occupation. @caption {The results of a test of independence between @exvar{sex} and @exvar{occupation}} @end float +@node CTABLES +@section CTABLES + +@vindex CTABLES +@cindex custom tables +@cindex tables, custom + +@code{CTABLES} has the following overall syntax. At least one +@code{TABLE} subcommand is required: + +@display +@t{CTABLES} + @dots{}@i{global subcommands}@dots{} + [@t{/TABLE} @i{axis} [@t{BY} @i{axis} [@t{BY} @i{axis}]] + @dots{}@i{per-table subcommands}@dots{}]@dots{} +@end display + +@noindent +where each @i{axis} may be empty or take one of the following forms: + +@display +@i{variable} +@i{variable} @t{[}@{@t{C} @math{|} @t{S}@}@t{]} +@i{axis} + @i{axis} +@i{axis} > @i{axis} +(@i{axis}) +@i{axis} @t{(}@i{summary} [@i{string}] [@i{format}]@t{)} +@end display + +The following subcommands precede the first @code{TABLE} subcommand +and apply to all of the output tables. All of these subcommands are +optional: + +@display +@t{/FORMAT} + [@t{MINCOLWIDTH=}@{@t{DEFAULT} @math{|} @i{width}@}] + [@t{MAXCOLWIDTH=}@{@t{DEFAULT} @math{|} @i{width}@}] + [@t{UNITS=}@{@t{POINTS} @math{|} @t{INCHES} @math{|} @t{CM}@}] + [@t{EMPTY=}@{@t{ZERO} @math{|} @t{BLANK} @math{|} @i{string}@}] + [@t{MISSING=}@i{string}] +@t{/VLABELS} + @t{VARIABLES=}@i{variables} + @t{DISPLAY}=@{@t{DEFAULT} @math{|} @t{NAME} @math{|} @t{LABEL} @math{|} @t{BOTH} @math{|} @t{NONE}@} +@ignore @c not yet implemented +@t{/MRSETS COUNTDUPLICATES=}@{@t{YES} @math{|} @t{NO}@} +@end ignore +@t{/SMISSING} @{@t{VARIABLE} @math{|} @t{LISTWISE}@} +@t{/PCOMPUTE} @t{&}@i{category}@t{=EXPR(}@i{expression}@t{)} +@t{/PPROPERTIES} @t{&}@i{category}@dots{} + [@t{LABEL=}@i{string}] + [@t{FORMAT=}[@i{summary} @i{format}]@dots{}] + [@t{HIDESOURCECATS=}@{@t{NO} @math{|} @t{YES}@} +@t{/WEIGHT VARIABLE=}@i{variable} +@t{/HIDESMALLCOUNTS COUNT=@i{count}} +@end display + +The following subcommands follow @code{TABLE} and apply only to the +previous @code{TABLE}. All of these subcommands are optional: + +@display +@t{/SLABELS} + [@t{POSITION=}@{@t{COLUMN} @math{|} @t{ROW} @math{|} @t{LAYER}@}] + [@t{VISIBLE=}@{@t{YES} @math{|} @t{NO}@}] +@t{/CLABELS} @{@t{AUTO} @math{|} @{@t{ROWLABELS}@math{|}@t{COLLABELS}@}@t{=}@{@t{OPPOSITE}@math{|}@t{LAYER}@}@} +@t{/CATEGORIES} @t{VARIABLES=}@i{variables} + @{@t{[}@i{value}@t{,} @i{value}@dots{}@t{]} + @math{|} [@t{ORDER=}@{@t{A} @math{|} @t{D}@}] + [@t{KEY=}@{@t{VALUE} @math{|} @t{LABEL} @math{|} @i{summary}@t{(}@i{variable}@t{)}@}] + [@t{MISSING=}@{@t{EXCLUDE} @math{|} @t{INCLUDE}@}]@} + [@t{TOTAL=}@{@t{NO} @math{|} @t{YES}@} [@t{LABEL=}@i{string}] [@t{POSITION=}@{@t{AFTER} @math{|} @t{BEFORE}@}]] + [@t{EMPTY=}@{@t{INCLUDE} @math{|} @t{EXCLUDE}@}] +@t{/TITLES} + [@t{TITLE=}@i{string}@dots{}] + [@t{CAPTION=}@i{string}@dots{}] + [@t{CORNER=}@i{string}@dots{}] +@ignore @c not yet implemented +@t{/CRITERIA CILEVEL=}@i{percentage} +@t{/SIGTEST TYPE=CHISQUARE} + [@t{ALPHA=}@i{siglevel}] + [@t{INCLUDEMRSETS=}@{@t{YES} @math{|} @t{NO}@}] + [@t{CATEGORIES=}@{@t{ALLVISIBLE} @math{|} @t{SUBTOTALS}@}] +@t{/COMPARETEST TYPE=}@{@t{PROP} @math{|} @t{MEAN}@} + [@t{ALPHA=}@i{value}[@t{,} @i{value}]] + [@t{ADJUST=}@{@t{BONFERRONI} @math{|} @t{BH} @math{|} @t{NONE}@}] + [@t{INCLUDEMRSETS=}@{@t{YES} @math{|} @t{NO}@}] + [@t{MEANSVARIANCE=}@{@t{ALLCATS} @math{|} @t{TESTEDCATS}@}] + [@t{CATEGORIES=}@{@t{ALLVISIBLE} @math{|} @t{SUBTOTALS}@}] + [@t{MERGE=}@{@t{NO} @math{|} @t{YES}@}] + [@t{STYLE=}@{@t{APA} @math{|} @t{SIMPLE}@}] + [@t{SHOWSIG=}@{@t{NO} @math{|} @t{YES}@}] +@end ignore +@end display + +The @code{CTABLES} (aka ``custom tables'') command produces +multi-dimensional tables from categorical and scale data. It offers +many options for data summarization and formatting. + +This section's examples use data from the 2008 (USA) National Survey +of Drinking and Driving Attitudes and Behaviors, a public domain data +set from the (USA) National Highway Traffic Administration and +available at @url{https://data.transportation.gov}. @pspp{} includes +this data set, with a slightly modified dictionary, as +@file{examples/nhtsa.sav}. + +@node CTABLES Basics +@subsection Basics + +The only required subcommand is @code{TABLE}, which specifies the +variables to include along each axis: +@display +@t{/TABLE} @i{rows} [@t{BY} @i{columns} [@t{BY} @i{layers}]] +@end display +@noindent +In @code{TABLE}, each of @var{rows}, @var{columns}, and @var{layers} +is either empty or an axis expression that specifies one or more +variables. At least one must specify an axis expression. + +@menu +* CTABLES Categorical Variable Basics:: +* CTABLES Scalar Variable Basics:: +* CTABLES Overriding Measurement Level:: +@end menu + +@node CTABLES Categorical Variable Basics +@subsubsection Categorical Variables + +An axis expression that names a categorical variable divides the data +into cells according to the values of that variable. When all the +variables named on @code{TABLE} are categorical, by default each cell +displays the number of cases that it contains, so specifying a single +variable yields a frequency table: + +@example +CTABLES /TABLE=AgeGroup. +@end example +@psppoutput {ctables1} + +@noindent +Specifying a row and a column categorical variable yields a +crosstabulation: + +@example +CTABLES /TABLE=AgeGroup BY qns3a. +@end example +@psppoutput {ctables2} + +@noindent +The @samp{>} ``nesting'' operator nests multiple variables on a single +axis, e.g.: + +@example +CTABLES /TABLE qn105ba BY AgeGroup > qns3a. +@end example +@psppoutput {ctables3} + +@noindent +The @samp{+} ``stacking'' operator allows a single output table to +include multiple data analyses. With @samp{+}, @code{CTABLES} divides +the output table into multiple @dfn{sections}, each of which includes +an analysis of the full data set. For example, the following command +separately tabulates age group and driving frequency by gender: + +@example +CTABLES /TABLE AgeGroup + qn1 BY qns3a. +@end example +@psppoutput {ctables4} + +@noindent +When @samp{+} and @samp{>} are used together, @samp{>} binds more +tightly. Use parentheses to override operator precedence. Thus: + +@example +CTABLES /TABLE qn26 + qn27 > qns3a. +CTABLES /TABLE (qn26 + qn27) > qns3a. +@end example +@psppoutput {ctables5} + +@node CTABLES Scalar Variable Basics +@subsubsection Scalar Variables + +For a categorical variable, @code{CTABLES} divides the table into a +cell per category. For a scalar variable, @code{CTABLES} instead +calculates a summary measure, by default the mean, of the values that +fall into a cell. For example, if the only variable specified is a +scalar variable, then the output is a single cell that holds the mean +of all of the data: + +@example +CTABLES /TABLE qnd1. +@end example +@psppoutput {ctables6} + +A scalar variable may nest with categorical variables. The following +example shows the mean age of survey respondents across gender and +language groups: + +@example +CTABLES /TABLE qns3a > qnd1 BY region. +@end example +@psppoutput {ctables7} + +The order of nesting of scalar and categorical variables affects table +labeling, but it does not affect the data displayed in the table. The +following example shows how the output changes when the nesting order +of the scalar and categorical variable are interchanged: + +@example +CTABLES /TABLE qnd1 > qns3a BY region. +@end example +@psppoutput {ctables8} + +Only a single scalar variable may appear in each section; that is, a +scalar variable may not nest inside a scalar variable directly or +indirectly. Scalar variables may only appear on one axis within +@code{TABLE}. + +@node CTABLES Overriding Measurement Level +@subsubsection Overriding Measurement Level + +By default, @code{CTABLES} uses a variable's measurement level to +decide whether to treat it as categorical or scalar. Variables +assigned the nominal or ordinal measurement level are treated as +categorical, and scalar variables are treated as scalar. + +Use the @code{VARIABLE LEVEL} command to change a variable's +measurement level (@pxref{VARIABLE LEVEL}). To treat a variable as +categorical or scalar only for one use on @code{CTABLES}, add +@samp{[C]} or @samp{[S]}, respectively, after the variable name. The +following example shows how to analyze the scalar variable @code{qn20} +as categorical: + +@example +CTABLES /TABLE qn20 [C] BY qns3a. +@end example +@psppoutput {ctables9} + +@ignore +@node CTABLES Multiple Response Sets +@subsubheading Multiple Response Sets + +The @code{CTABLES} command does not yet support multiple response +sets. +@end ignore + +@node CTABLES Data Summarization +@subsection Data Summarization + +The @code{CTABLES} command allows the user to control how the data are +summarized with summary specifications, which are enclosed in square +brackets following a variable name on the @code{TABLE} subcommand. +When all the variables are categorical, summary specifications can be +given for the innermost nested variables on any one axis. When a +scalar variable is present, only the scalar variable may have summary +specifications. The following example includes a summary +specification for column and row percentages for categorical +variables, and mean and median for a scalar variable: + +@example +CTABLES + /TABLE=qnd1 [MEAN, MEDIAN] BY qns3a + /TABLE=AgeGroup [COLPCT, ROWPCT] BY qns3a. +@end example +@psppoutput {ctables10} + +A summary specification may override the default label and format by +appending a string or format specification or both (in that order) to +the summary function name. For example: + +@example +CTABLES /TABLE=AgeGroup [COLPCT 'Gender %' PCT5.0, + ROWPCT 'Age Group %' PCT5.0] + BY qns3a. +@end example +@psppoutput {ctables11} + +Parentheses provide a shorthand to apply summary specifications to +multiple variables. For example, both of these commands: + +@example +CTABLES /TABLE=AgeGroup[COLPCT] + qns1[COLPCT] BY qns3a. +CTABLES /TABLE=(AgeGroup + qns1)[COLPCT] BY qns3a. +@end example + +@noindent +produce the same output shown below: + +@psppoutput {ctables12} + +The following section lists the available summary functions. + +@menu +* CTABLES Summary Functions:: +@end menu + +@node CTABLES Summary Functions +@subsubsection Summary Functions + +This section lists the summary functions that can be applied to cells +in @code{CTABLES}. Many of these functions have an @var{area} in +their names. The supported areas are: + +@itemize @bullet +@item +Areas that correspond to parts of @dfn{subtables}, whose contents are +the cells that pair an innermost row variable and an innermost column +variable: + +@table @code +@item ROW +A row within a subtable. + +@item COL +A column within a subtable. + +@item SUBTABLE +All the cells in a subtable +@end table + +@item +Areas that correspond to parts of @dfn{sections}, where stacked +variables divide each section from another: + +@table @code +@item TABLE +An entire section. + +@item LAYER +A layer within a section. + +@item LAYERROW +A row in one layer within a section. + +@item LAYERCOL +A column in one layer within a section. +@end table +@end itemize + +The following summary functions may be applied to any variable +regardless of whether it is categorical or scalar. The default label +for each function is listed in parentheses: + +@table @asis +@item @code{COUNT} (``Count'') +The sum of weights in a cell. + +@item @code{@i{area}PCT} or @code{@i{area}PCT.COUNT} (``@i{Area} %'') +A percentage within the specified @var{area}. + +@item @code{@i{area}PCT.VALIDN} (``@i{Area} Valid N %'') +A percentage of valid values within the specified @var{area}. + +@item @code{@i{area}PCT.TOTALN} (``@i{Area} Total N %'') +A percentage of total values within the specified @var{area}. +@end table + +The following summary functions apply only to scalar variables: + +@table @asis +@item @code{MAXIMUM} (``Maximum'') +The largest value. + +@item @code{MEAN} (``Mean'') +The mean. + +@item @code{MEDIAN} (``Median'') +The median value. + +@item @code{MINIMUM} (``Minimum'') +The smallest value. + +@item @code{MISSING} (``Missing'') +Sum of weights of user- and system-missing values. + +@item @code{MODE} (``Mode'') +The highest-frequency value. Ties are broken by taking the smallest mode. + +@item @code{@i{area}PCT.SUM} (``@i{Area} Sum %'') +Percentage of the sum of the values across @var{area}. + +@item @code{PTILE} @i{n} (``Percentile @i{n}'') +The @var{n}th percentile, where @math{0 @leq{} @var{n} @leq{} 100}. + +@item @code{RANGE} (``Range'') +The maximum minus the minimum. + +@item @code{SEMEAN} (``Std Error of Mean'') +The standard error of the mean. + +@item @code{STDDEV} (``Std Deviation'') +The standard deviation. + +@item @code{SUM} (``Sum'') +The sum. + +@item @code{TOTALN} (``Total N'') +The sum of total count weights. + +@item @code{VALIDN} (``Valid N'') +The sum of valid count weights. + +@item @code{VARIANCE} (``Variance'') +The variance. +@end table + +If the @code{WEIGHT} subcommand specified an adjustment weight +variable, then the following summary functions use its value instead +of the dictionary weight variable. Otherwise, they are equivalent to +the summary function without the @samp{E}-prefix: + +@itemize @bullet +@item +@code{ECOUNT} (``Adjusted Count'') + +@item +@code{ETOTALN} (``Adjusted Total N'') + +@item +@code{EVALIDN} (``Adjusted Valid N'') +@end itemize + +The following summary functions with a @samp{U}-prefix are equivalent +to the same ones without the prefix, except that they use unweighted +counts: + +@itemize @bullet +@item +@code{UCOUNT} (``Unweighted Count'') + +@item +@code{U@i{area}PCT} or @code{U@i{area}PCT.COUNT} (``Unweighted @i{Area} %'') + +@item +@code{U@i{area}PCT.VALIDN} (``Unweighted @i{Area} Valid N %'') + +@item +@code{U@i{area}PCT.TOTALN} (``Unweighted @i{Area} Total N %'') + +@item +@code{UMEAN} (``Unweighted Mean'') + +@item +@code{UMEDIAN} (``Unweighted Median'') + +@item +@code{UMISSING} (``Unweighted Missing'') + +@item +@code{UMODE} (``Unweight Mode'') + +@item +@code{U@i{area}PCT.SUM} (``Unweighted @i{Area} Sum %'') + +@item +@code{UPTILE} @i{n} (``Unweighted Percentile @i{n}'') + +@item +@code{USEMEAN} (``Unweighted Std Error of Mean'') + +@item +@code{USTDDEV} (``Unweighted Std Deviation'') + +@item +@code{USUM} (``Unweighted Sum'') + +@item +@code{UTOTALN} (``Unweighted Total N'') + +@item +@code{UVALIDN} (``Unweighted Valid N'') + +@item +@code{UVARIANCE} (``Unweighted Variance'') +@end itemize + +@node CTABLES Statistics Positions and Labels +@subsection Statistics Positions and Labels + +@display +@t{/SLABELS} + [@t{POSITION=}@{@t{COLUMN} @math{|} @t{ROW} @math{|} @t{LAYER}@}] + [@t{VISIBLE=}@{@t{YES} @math{|} @t{NO}@}] +@end display + +The @code{SLABELS} subcommand controls the position and visibility of +summary statistics for the @code{TABLE} subcommand that it follows. + +@code{POSITION} sets the axis on which summary statistics appear. +With @t{POSITION=COLUMN}, which is the default, each summary statistic +appears in a column. For example: + +@example +CTABLES /TABLE=qnd1 [MEAN, MEDIAN] BY qns3a. +@end example +@psppoutput {ctables13} + +@noindent +With @t{POSITION=ROW}, each summary statistic appears in a row, as +shown below: + +@example +CTABLES /TABLE=qnd1 [MEAN, MEDIAN] BY qns3a /SLABELS POSITION=ROW. +@end example +@psppoutput {ctables14} + +@noindent +@t{POSITION=LAYER} is also available to place each summary statistic in +a separate layer. + +Labels for summary statistics are shown by default. Use +@t{VISIBLE=NO} to suppress them. Because unlabeled data can cause +confusion, it should only be considered if the meaning of the data is +evident, as in a simple case like this: + +@example +CTABLES /TABLE=AgeGroup [TABLEPCT] /SLABELS VISIBLE=NO. +@end example +@psppoutput {ctables15} + +@node CTABLES Category Label Positions +@subsection Category Label Positions + +@display +@t{/CLABELS} @{@t{AUTO} @math{|} @{@t{ROWLABELS}@math{|}@t{COLLABELS}@}@t{=}@{@t{OPPOSITE}@math{|}@t{LAYER}@}@} +@end display + +The @code{CLABELS} subcommand controls the position of category labels +for the @code{TABLE} subcommand that it follows. By default, or if +@t{AUTO} is specified, category labels for a given variable nest +inside the variable's label on the same axis. For example, the +command below results in age categories nesting within the age group +variable on the rows axis and gender categories within the gender +variable on the columns axis: + +@example +CTABLES /TABLE AgeGroup BY qns3a. +@end example +@psppoutput {ctables16} + +@t{ROWLABELS=OPPOSITE} or @t{COLLABELS=OPPOSITE} move row or column +variable category labels, respectively, to the opposite axis. The +setting affects only the innermost variable on the given axis. For +example: + +@example +CTABLES /TABLE AgeGroup BY qns3a /CLABELS ROWLABELS=OPPOSITE. +CTABLES /TABLE AgeGroup BY qns3a /CLABELS COLLABELS=OPPOSITE. +@end example +@psppoutput {ctables17} + +@t{ROWLABELS=LAYER} or @t{COLLABELS=LAYER} move the innermost row or +column variable category labels, respectively, to the layer axis. + +Only one axis's labels may be moved, whether to the opposite axis or +to the layer axis. + +@node CTABLES Per-Variable Category Options +@subsection Per-Variable Category Options + +@display +@t{/CATEGORIES} @t{VARIABLES=}@i{variables} + @{@t{[}@i{value}@t{,} @i{value}@dots{}@t{]} + @math{|} [@t{ORDER=}@{@t{A} @math{|} @t{D}@}] + [@t{KEY=}@{@t{VALUE} @math{|} @t{LABEL} @math{|} @i{summary}@t{(}@i{variable}@t{)}@}] + [@t{MISSING=}@{@t{EXCLUDE} @math{|} @t{INCLUDE}@}]@} + [@t{TOTAL=}@{@t{NO} @math{|} @t{YES}@} [@t{LABEL=}@i{string}] [@t{POSITION=}@{@t{AFTER} @math{|} @t{BEFORE}@}]] + [@t{EMPTY=}@{@t{INCLUDE} @math{|} @t{EXCLUDE}@}] +@end display + +The @code{CATEGORIES} subcommand specifies, for one or more +categorical variables, the categories to include and exclude, the sort +order for included categories, and treatment of missing values. It +also controls the totals and subtotals to display. It may be +specified any number of times, each time for a different set of +variables. @code{CATEGORIES} applies to the table produced by the +@code{TABLE} subcommand that it follows. + +@code{CATEGORIES} does not apply to scalar variables. + +@t{VARIABLES} is required. List the variables for the subcommand +to affect. + +There are two way to specify the Categories to include and their sort +order: + +@table @asis +@item Explicit categories. +@anchor{CTABLE Explicit Category List} +To explicitly specify categories to include, list the categories +within square brackets in the desired sort order. Use spaces or +commas to separate values. Categories not covered by the list are +excluded from analysis. + +Each element of the list takes one of the following forms: + +@table @t +@item @i{number} +@itemx '@i{string}' +A numeric or string category value, for variables that have the +corresponding type. + +@item '@i{date}' +@itemx '@i{time}' +A date or time category value, for variables that have a date or time +print format. + +@item @i{min} THRU @i{max} +@itemx LO THRU @i{max} +@itemx @i{min} THRU HI +A range of category values, where @var{min} and @var{max} each takes +one of the forms above, in increasing order. + +@item MISSING +All user-missing values. (To match individual user-missing values, +specify their category values.) + +@item OTHERNM +Any non-missing value not covered by any other element of the list +(regardless of where @t{OTHERNM} is placed in the list). + +@item &@i{pcompute} +A computed category name (@pxref{CTABLES Computed Categories}). +@end table + +Additional forms, described later, allow for subtotals. +If multiple elements of the list cover a given category, the last one +in the list is considered to be a match. + +@item Implicit categories. +Without an explicit list of categories, @pspp{} sorts +categories automatically. + +The @code{KEY} setting specifies the sort key. By default, or with +@code{KEY=VALUE}, categories are sorted by default. Categories may +also be sorted by value label, with @code{KEY=LABEL}, or by the value +of a summary function, e.g.@: @code{KEY=COUNT}. For summary +functions, a variable name may be specified in parentheses, e.g.@: +@code{KEY=MAXIUM(qnd1)}, and this is required for functions that apply +only to scalar variables. The @code{PTILE} function also requires a +percentage argument, e.g.@: @code{KEY=PTILE(qnd1, 90)}. Only summary +functions used in the table may be used, except that @code{COUNT} is +always allowed. + +By default, or with @code{ORDER=A}, categories are sorted in ascending +order. Specify @code{ORDER=D} to sort in descending order. + +User-missing values are excluded by default, or with +@code{MISSING=EXCLUDE}. Specify @code{MISSING=INCLUDE} to include +user-missing values. The system-missing value is always excluded. +@end table + +@subsubheading Totals and Subtotals + +@code{CATEGORIES} also controls display of totals and subtotals. +Totals are not displayed by default, or with @code{TOTAL=NO}. Specify +@code{TOTAL=YES} to display a total. By default, the total is labeled +``Total''; use @code{LABEL="@i{label}"} to override it. + +Subtotals are also not displayed by default. To add one or more +subtotals, use an explicit category list and insert @code{SUBTOTAL} or +@code{HSUBTOTAL} in the position or positions where the subtotal +should appear. With @code{SUBTOTAL}, the subtotal becomes an extra +row or column or layer; @code{HSUBTOTAL} additionally hides the +categories that make up the subtotal. Either way, the default label +is ``Subtotal'', use @code{SUBTOTAL="@i{label}"} or +@code{HSUBTOTAL="@i{label}"} to specify a custom label. + +By default, or with @code{POSITION=AFTER}, totals come after the last +category and subtotals apply to categories that precede them. With +@code{POSITION=BEFORE}, totals come before the first category and +subtotals apply to categories that follow them. + +Only categorical variables may have totals and subtotals. Scalar +variables may be ``totaled'' indirectly by enabling totals and +subtotals on a categorical variable within which the scalar variable is +summarized. + +@subsubheading Categories Without Values + +Some categories might not be included in the data set being analyzed. +For example, our example data set has no cases in the ``15 or +younger'' age group. By default, or with @code{EMPTY=INCLUDE}, +@pspp{} includes these empty categories in output tables. To exclude +them, specify @code{EMPTY=EXCLUDE}. + +For implicit categories, empty categories potentially include all the +values with labels for a given variable; for explicit categories, they +include all the values listed individually and all labeled values +covered by ranges or @code{MISSING} or @code{OTHERNM}. + +@node CTABLES Titles +@subsection Titles + +@display +@t{/TITLES} + [@t{TITLE=}@i{string}@dots{}] + [@t{CAPTION=}@i{string}@dots{}] + [@t{CORNER=}@i{string}@dots{}] +@end display + +The @code{TITLES} subcommand sets the title, caption, and corner text +for the table output for the previous @code{TABLE} subcommand. The +title appears above the table, the caption below the table, and the +corner text appears in the table's upper left corner. By default, the +title is ``Custom Tables'' and the caption and corner text are empty. + +@node CTABLES Table Formatting +@subsection Table Formatting + +@display +@t{/FORMAT} + [@t{MINCOLWIDTH=}@{@t{DEFAULT} @math{|} @i{width}@}] + [@t{MAXCOLWIDTH=}@{@t{DEFAULT} @math{|} @i{width}@}] + [@t{UNITS=}@{@t{POINTS} @math{|} @t{INCHES} @math{|} @t{CM}@}] + [@t{EMPTY=}@{@t{ZERO} @math{|} @t{BLANK} @math{|} @i{string}@}] + [@t{MISSING=}@i{string}] +@end display + +The @code{FORMAT} subcommand, which must precede the first +@code{TABLE} subcommand, controls formatting for all the output +tables. @code{FORMAT} and all of its settings are optional. + +Use @code{MINCOLWIDTH} and @code{MAXCOLWIDTH} to control the minimum +or maximum width of columns in output tables. By default, or with +@code{DEFAULT}, column width varies based on content. Otherwise, +specify a number for either or both of these settings. If both are +specified, @code{MAXCOLWIDTH} must be bigger than @code{MINCOLWIDTH}. +The default unit, or with @code{UNITS=POINTS}, is points (1/72 inch), +but specify @code{UNITS=INCHES} to use inches or @code{UNITS=CM} for +centimeters. + +By default, or with @code{EMPTY=ZERO}, zero values are displayed in +their usual format. Use @code{EMPTY=BLANK} to use an empty cell +instead, or @code{EMPTY="@i{string}"} to use the specified string. + +By default, missing values are displayed as @samp{.}, the same as in +other tables. Specify @code{MISSING="@i{string}"} to instead use a +custom string. + +@node CTABLES Display of Variable Labels +@subsection Display of Variable Labels + +@display +@t{/VLABELS} + @t{VARIABLES=}@i{variables} + @t{DISPLAY}=@{@t{DEFAULT} @math{|} @t{NAME} @math{|} @t{LABEL} @math{|} @t{BOTH} @math{|} @t{NONE}@} +@end display + +The @code{VLABELS} subcommand, which must precede the first +@code{TABLE} subcommand, controls display of variable labels in all +the output tables. @code{VLABELS} is optional. It may appear +multiple times to adjust settings for different variables. + +@code{VARIABLES} and @code{DISPLAY} are required. The value of +@code{DISPLAY} controls how variable labels are displayed for the +variables listed on @code{VARIABLES}. The supported values are: + +@table @code +@item DEFAULT +Uses the setting from @ref{SET TVARS}. + +@item NAME +Show only a variable name. + +@item LABEL +Show only a variable label. + +@item BOTH +Show variable name and label. + +@item NONE +Show nothing. +@end table + +@node CTABLES Missing Value Treatment +@subsection Missing Value Treatment + +@display +@t{/SMISSING} @{@t{VARIABLE} @math{|} @t{LISTWISE}@} +@end display + +The @code{SMISSING} subcommand, which must precede the first +@code{TABLE} subcommand, controls treatment of missing values for +scalar variables in producing all the output tables. @code{SMISSING} +is optional. + +With @code{SMISSING=VARIABLE}, which is the default, missing values +are excluded on a variable-by-variable basis. With +@code{SMISSING=LISTWISE}, when scalar variables are stacked, a missing +value for any of the scalar variables causes the case to be excluded +for all of them. + +@node CTABLES Computed Categories +@subsection Computed Categories + +@display +@t{/PCOMPUTE} @t{&}@i{category}@t{=EXPR(}@i{expression}@t{)} +@t{/PPROPERTIES} @t{&}@i{category}@dots{} + [@t{LABEL=}@i{string}] + [@t{FORMAT=}[@i{summary} @i{format}]@dots{}] + [@t{HIDESOURCECATS=}@{@t{NO} @math{|} @t{YES}@} +@end display + +@dfn{Computed categories}, also called @dfn{postcomputes}, are +categories created using arithmetic on categories obtained from the +data. The @code{PCOMPUTE} subcommand defines computed categories, +which can then be used in two places: on @code{CATEGORIES} within an +explicit category list (@pxref{CTABLE Explicit Category List}), and on +the @code{PPROPERTIES} subcommand to define further properties for a +given postcompute. + +@code{PCOMPUTE} must precede the first @code{TABLE} command. It is +optional and it may be used multiple times to define multiple +postcomputes. @node FACTOR @section FACTOR