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PSPPUsers’Guide
GNUPSPPStatisticalAnalysisSoftware
Release0.10.1
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ThismanualisforGNUPSPPversion0.10.1,softwareforstatisticalanalysis.
Copyright c 1997,1998,2004,2005,2009,2012,2013,2014,2016FreeSoftwareFoundation,
Inc.
Permissionisgrantedtocopy,distributeand/ormodifythisdocumentunderthe
termsoftheGNUFreeDocumentationLicense,Version1.3oranylaterversion
published by the e Free Software Foundation; with h no o Invariant t Sections, , no
Front-CoverTexts,andnoBack-CoverTexts.Acopyofthelicenseisincluded
inthesectionentitled"GNUFreeDocumentationLicense".
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1
TheauthorswishtothankNetworkTheoryLtdhttp://www.network-theory.co.uk
fortheirfinancialsupportintheproductionofthismanual.
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i
TableofContents
1 Introduction::::::::::::::::::::::::::::::::::::: 2
2 Yourrightsandobligations:::::::::::::::::::: 3
3 Invokingpspp:::::::::::::::::::::::::::::::::::: 4
3.1 MainOptions:::::::::::::::::::::::::::::::::::::::::::::::::: 4
3.2 PDF,PostScript,andSVGOutputOptions:::::::::::::::::::: 7
3.3 PlainTextOutputOptions::::::::::::::::::::::::::::::::::::: 8
3.4 HTMLOutputOptions:::::::::::::::::::::::::::::::::::::::: 9
3.5 OpenDocumentOutputOptions:::::::::::::::::::::::::::::::10
3.6 Comma-SeparatedValueOutputOptions::::::::::::::::::::::10
4 Invokingpsppire::::::::::::::::::::::::::::::: 12
4.1 Thegraphicuserinterface::::::::::::::::::::::::::::::::::::: 12
5 Usingpspp::::::::::::::::::::::::::::::::::::: 13
5.1 PreparationofDataFiles::::::::::::::::::::::::::::::::::::: 13
5.1.1 DefiningVariables:::::::::::::::::::::::::::::::::::::::: 14
5.1.2 Listingthedata:::::::::::::::::::::::::::::::::::::::::: 15
5.1.3 Readingdatafromatextfile::::::::::::::::::::::::::::: 15
5.1.4 Readingdatafromapre-preparedpsppfile::::::::::::::: 15
5.1.5 Savingdatatoapsppfile.:::::::::::::::::::::::::::::::: 16
5.1.6 Readingdatafromothersources::::::::::::::::::::::::::16
5.1.7 ExitingPSPP:::::::::::::::::::::::::::::::::::::::::::: 16
5.2 DataScreeningandTransformation::::::::::::::::::::::::::: 16
5.2.1 Identifyingincorrectdata:::::::::::::::::::::::::::::::::16
5.2.2 Dealingwithsuspiciousdata::::::::::::::::::::::::::::: 18
5.2.3 Invertingnegativelycodedvariables:::::::::::::::::::::: 19
5.2.4 Testingdataconsistency::::::::::::::::::::::::::::::::::19
5.2.5 Testingfornormality::::::::::::::::::::::::::::::::::::: 20
5.3 HypothesisTesting:::::::::::::::::::::::::::::::::::::::::::: 23
5.3.1 Testingfordifferencesofmeans:::::::::::::::::::::::::::23
5.3.2 LinearRegression:::::::::::::::::::::::::::::::::::::::: 24
6 Thepspplanguage::::::::::::::::::::::::::::: 28
6.1 Tokens:::::::::::::::::::::::::::::::::::::::::::::::::::::::: 28
6.2 Formingcommandsoftokens:::::::::::::::::::::::::::::::::: 29
6.3 SyntaxVariants::::::::::::::::::::::::::::::::::::::::::::::: 30
6.4 TypesofCommands:::::::::::::::::::::::::::::::::::::::::: 30
6.5 OrderofCommands:::::::::::::::::::::::::::::::::::::::::: 31
6.6 Handlingmissingobservations::::::::::::::::::::::::::::::::: 32
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ii
6.7 Datasets:::::::::::::::::::::::::::::::::::::::::::::::::::::: 32
6.7.1 AttributesofVariables::::::::::::::::::::::::::::::::::: 32
6.7.2 VariablesAutomaticallyDefinedbypspp::::::::::::::::: 34
6.7.3 Listsofvariablenames::::::::::::::::::::::::::::::::::: 34
6.7.4 InputandOutputFormats::::::::::::::::::::::::::::::: 34
6.7.4.1 BasicNumericFormats:::::::::::::::::::::::::::::: 35
6.7.4.2 CustomCurrencyFormats:::::::::::::::::::::::::::37
6.7.4.3 LegacyNumericFormats:::::::::::::::::::::::::::: 38
6.7.4.4 BinaryandHexadecimalNumericFormats:::::::::::39
6.7.4.5 TimeandDateFormats::::::::::::::::::::::::::::: 40
6.7.4.6 DateComponentFormats::::::::::::::::::::::::::: 43
6.7.4.7 StringFormats:::::::::::::::::::::::::::::::::::::: 43
6.7.5 ScratchVariables::::::::::::::::::::::::::::::::::::::::: 43
6.8 FilesUsedbypspp:::::::::::::::::::::::::::::::::::::::::::: 43
6.9 FileHandles:::::::::::::::::::::::::::::::::::::::::::::::::: 44
6.10 Backus-NaurForm::::::::::::::::::::::::::::::::::::::::::: 45
7 MathematicalExpressions:::::::::::::::::::: 46
7.1 BooleanValues::::::::::::::::::::::::::::::::::::::::::::::: 46
7.2 MissingValuesinExpressions::::::::::::::::::::::::::::::::: 46
7.3 GroupingOperators::::::::::::::::::::::::::::::::::::::::::: 46
7.4 ArithmeticOperators::::::::::::::::::::::::::::::::::::::::: 46
7.5 LogicalOperators::::::::::::::::::::::::::::::::::::::::::::: 47
7.6 RelationalOperators:::::::::::::::::::::::::::::::::::::::::: 47
7.7 Functions::::::::::::::::::::::::::::::::::::::::::::::::::::: 48
7.7.1 MathematicalFunctions:::::::::::::::::::::::::::::::::: 48
7.7.2 MiscellaneousMathematicalFunctions::::::::::::::::::::48
7.7.3 TrigonometricFunctions::::::::::::::::::::::::::::::::::49
7.7.4 Missing-ValueFunctions:::::::::::::::::::::::::::::::::: 49
7.7.5 Set-MembershipFunctions::::::::::::::::::::::::::::::: 50
7.7.6 StatisticalFunctions::::::::::::::::::::::::::::::::::::::50
7.7.7 StringFunctions::::::::::::::::::::::::::::::::::::::::: 51
7.7.8 Time&DateFunctions:::::::::::::::::::::::::::::::::: 53
7.7.8.1 Howtimes&datesaredefinedandrepresented:::::: 53
7.7.8.2 FunctionsthatProduceTimes::::::::::::::::::::::: 54
7.7.8.3 FunctionsthatExamineTimes:::::::::::::::::::::: 54
7.7.8.4 FunctionsthatProduceDates::::::::::::::::::::::: 54
7.7.8.5 FunctionsthatExamineDates::::::::::::::::::::::: 55
7.7.8.6 TimeandDateArithmetic:::::::::::::::::::::::::: 56
7.7.9 MiscellaneousFunctions:::::::::::::::::::::::::::::::::: 57
7.7.10 StatisticalDistributionFunctions::::::::::::::::::::::::58
7.7.10.1 ContinuousDistributions::::::::::::::::::::::::::: 59
7.7.10.2 DiscreteDistributions:::::::::::::::::::::::::::::: 62
7.8 OperatorPrecedence:::::::::::::::::::::::::::::::::::::::::: 63
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iii
8 DataInputandOutput::::::::::::::::::::::: 64
8.1 BEGINDATA:::::::::::::::::::::::::::::::::::::::::::::::: 64
8.2 CLOSEFILEHANDLE:::::::::::::::::::::::::::::::::::::::64
8.3 DATAFILEATTRIBUTE::::::::::::::::::::::::::::::::::::: 64
8.4 DATASETcommands::::::::::::::::::::::::::::::::::::::::: 65
8.5 DATALIST:::::::::::::::::::::::::::::::::::::::::::::::::: 66
8.5.1 DATALISTFIXED::::::::::::::::::::::::::::::::::::::66
Examples:::::::::::::::::::::::::::::::::::::::::::::::::::: 68
8.5.2 DATALISTFREE::::::::::::::::::::::::::::::::::::::: 69
8.5.3 DATALISTLIST:::::::::::::::::::::::::::::::::::::::: 70
8.6 ENDCASE::::::::::::::::::::::::::::::::::::::::::::::::::: 70
8.7 ENDFILE:::::::::::::::::::::::::::::::::::::::::::::::::::: 70
8.8 FILEHANDLE::::::::::::::::::::::::::::::::::::::::::::::: 70
8.9 INPUTPROGRAM:::::::::::::::::::::::::::::::::::::::::: 73
8.10 LIST:::::::::::::::::::::::::::::::::::::::::::::::::::::::: 76
8.11 NEWFILE:::::::::::::::::::::::::::::::::::::::::::::::::: 76
8.12 PRINT:::::::::::::::::::::::::::::::::::::::::::::::::::::: 76
8.13 PRINTEJECT:::::::::::::::::::::::::::::::::::::::::::::: 77
8.14 PRINTSPACE:::::::::::::::::::::::::::::::::::::::::::::: 78
8.15 REREAD:::::::::::::::::::::::::::::::::::::::::::::::::::: 78
8.16 REPEATINGDATA::::::::::::::::::::::::::::::::::::::::: 78
8.17 WRITE::::::::::::::::::::::::::::::::::::::::::::::::::::: 80
9 SystemandPortableFileI/O:::::::::::::::: 81
9.1 APPLYDICTIONARY::::::::::::::::::::::::::::::::::::::: 81
9.2 EXPORT::::::::::::::::::::::::::::::::::::::::::::::::::::: 82
9.3 GET:::::::::::::::::::::::::::::::::::::::::::::::::::::::::: 82
9.4 GETDATA::::::::::::::::::::::::::::::::::::::::::::::::::: 83
9.4.1 SpreadsheetFiles:::::::::::::::::::::::::::::::::::::::::84
9.4.2 PostgresDatabaseQueries::::::::::::::::::::::::::::::: 84
9.4.3 TextualDataFiles::::::::::::::::::::::::::::::::::::::: 85
9.4.3.1 ReadingDelimitedData::::::::::::::::::::::::::::: 86
9.4.3.2 ReadingFixedColumnarData:::::::::::::::::::::: 88
9.5 IMPORT::::::::::::::::::::::::::::::::::::::::::::::::::::: 89
9.6 SAVE::::::::::::::::::::::::::::::::::::::::::::::::::::::::: 89
9.7 SAVETRANSLATE:::::::::::::::::::::::::::::::::::::::::: 91
9.7.1 WritingComma-andTab-SeparatedDataFiles:::::::::::91
9.8 SYSFILEINFO::::::::::::::::::::::::::::::::::::::::::::::: 93
9.9 XEXPORT::::::::::::::::::::::::::::::::::::::::::::::::::: 93
9.10 XSAVE:::::::::::::::::::::::::::::::::::::::::::::::::::::: 93
10 CombiningDataFiles:::::::::::::::::::::::: 95
10.1 CommonSyntax::::::::::::::::::::::::::::::::::::::::::::: 95
10.2 ADDFILES::::::::::::::::::::::::::::::::::::::::::::::::: 97
10.3 MATCHFILES:::::::::::::::::::::::::::::::::::::::::::::: 98
10.4 UPDATE:::::::::::::::::::::::::::::::::::::::::::::::::::: 99
iv
11 Manipulatingvariables::::::::::::::::::::: 100
11.1 ADDVALUELABELS::::::::::::::::::::::::::::::::::::: 100
11.2 DELETEVARIABLES::::::::::::::::::::::::::::::::::::: 100
11.3 DISPLAY:::::::::::::::::::::::::::::::::::::::::::::::::: 100
11.4 FORMATS::::::::::::::::::::::::::::::::::::::::::::::::: 101
11.5 LEAVE::::::::::::::::::::::::::::::::::::::::::::::::::::: 101
11.6 MISSINGVALUES::::::::::::::::::::::::::::::::::::::::: 102
11.7 MODIFYVARS:::::::::::::::::::::::::::::::::::::::::::: 103
11.8 MRSETS::::::::::::::::::::::::::::::::::::::::::::::::::: 103
11.9 NUMERIC::::::::::::::::::::::::::::::::::::::::::::::::: 105
11.10 PRINTFORMATS:::::::::::::::::::::::::::::::::::::::: 105
11.11 RENAMEVARIABLES::::::::::::::::::::::::::::::::::: 105
11.12 SORTVARIABLES::::::::::::::::::::::::::::::::::::::: 105
11.13 VALUELABELS:::::::::::::::::::::::::::::::::::::::::: 106
11.14 STRING:::::::::::::::::::::::::::::::::::::::::::::::::: 107
11.15 VARIABLEATTRIBUTE::::::::::::::::::::::::::::::::: 107
11.16 VARIABLELABELS:::::::::::::::::::::::::::::::::::::: 108
11.17 VARIABLEALIGNMENT:::::::::::::::::::::::::::::::: 108
11.18 VARIABLEWIDTH:::::::::::::::::::::::::::::::::::::: 109
11.19 VARIABLELEVEL::::::::::::::::::::::::::::::::::::::: 109
11.20 VARIABLEROLE:::::::::::::::::::::::::::::::::::::::: 109
11.21 VECTOR::::::::::::::::::::::::::::::::::::::::::::::::: 110
11.22 WRITEFORMATS::::::::::::::::::::::::::::::::::::::: 110
12 Datatransformations::::::::::::::::::::::: 111
12.1 AGGREGATE:::::::::::::::::::::::::::::::::::::::::::::: 111
12.2 AUTORECODE:::::::::::::::::::::::::::::::::::::::::::: 114
12.3 COMPUTE:::::::::::::::::::::::::::::::::::::::::::::::: 114
12.4 COUNT:::::::::::::::::::::::::::::::::::::::::::::::::::: 115
12.5 FLIP::::::::::::::::::::::::::::::::::::::::::::::::::::::: 116
12.6 IF:::::::::::::::::::::::::::::::::::::::::::::::::::::::::: 117
12.7 RECODE:::::::::::::::::::::::::::::::::::::::::::::::::: 117
12.8 SORTCASES:::::::::::::::::::::::::::::::::::::::::::::: 120
13 Selectingdataforanalysis:::::::::::::::::: 121
13.1 FILTER:::::::::::::::::::::::::::::::::::::::::::::::::::: 121
13.2 NOFCASES::::::::::::::::::::::::::::::::::::::::::::::: 121
13.3 SAMPLE::::::::::::::::::::::::::::::::::::::::::::::::::: 122
13.4 SELECTIF:::::::::::::::::::::::::::::::::::::::::::::::: 122
13.5 SPLITFILE:::::::::::::::::::::::::::::::::::::::::::::::: 122
13.6 TEMPORARY::::::::::::::::::::::::::::::::::::::::::::: 123
13.7 WEIGHT::::::::::::::::::::::::::::::::::::::::::::::::::: 124
v
14 ConditionalandLoopingConstructs:::::: 125
14.1 BREAK:::::::::::::::::::::::::::::::::::::::::::::::::::: 125
14.2 DOIF:::::::::::::::::::::::::::::::::::::::::::::::::::::: 125
14.3 DOREPEAT::::::::::::::::::::::::::::::::::::::::::::::: 125
14.4 LOOP:::::::::::::::::::::::::::::::::::::::::::::::::::::: 126
15 Statistics::::::::::::::::::::::::::::::::::::: 128
15.1 DESCRIPTIVES::::::::::::::::::::::::::::::::::::::::::: 128
15.2 FREQUENCIES:::::::::::::::::::::::::::::::::::::::::::: 129
15.3 EXAMINE::::::::::::::::::::::::::::::::::::::::::::::::: 131
15.4 GRAPH:::::::::::::::::::::::::::::::::::::::::::::::::::: 133
15.4.1 Scatterplot::::::::::::::::::::::::::::::::::::::::::::: 133
15.4.2 Histogram::::::::::::::::::::::::::::::::::::::::::::: 133
15.4.3 BarChart::::::::::::::::::::::::::::::::::::::::::::: 134
15.5 CORRELATIONS:::::::::::::::::::::::::::::::::::::::::: 134
15.6 CROSSTABS::::::::::::::::::::::::::::::::::::::::::::::: 135
15.7 FACTOR::::::::::::::::::::::::::::::::::::::::::::::::::: 138
15.8 GLM::::::::::::::::::::::::::::::::::::::::::::::::::::::: 140
15.9 LOGISTICREGRESSION:::::::::::::::::::::::::::::::::: 141
15.10 MEANS::::::::::::::::::::::::::::::::::::::::::::::::::: 142
15.11 NPARTESTS::::::::::::::::::::::::::::::::::::::::::::: 144
15.11.1 Binomialtest::::::::::::::::::::::::::::::::::::::::: 144
15.11.2 ChisquareTest:::::::::::::::::::::::::::::::::::::::: 145
15.11.3 CochranQTest::::::::::::::::::::::::::::::::::::::: 145
15.11.4 FriedmanTest:::::::::::::::::::::::::::::::::::::::: 145
15.11.5 Kendall’sWTest::::::::::::::::::::::::::::::::::::: 145
15.11.6 Kolmogorov-SmirnovTest::::::::::::::::::::::::::::: 145
15.11.7 Kruskal-WallisTest::::::::::::::::::::::::::::::::::: 146
15.11.8 Mann-WhitneyUTest:::::::::::::::::::::::::::::::: 146
15.11.9 McNemarTest:::::::::::::::::::::::::::::::::::::::: 146
15.11.10 MedianTest::::::::::::::::::::::::::::::::::::::::: 147
15.11.11 RunsTest::::::::::::::::::::::::::::::::::::::::::: 147
15.11.12 SignTest:::::::::::::::::::::::::::::::::::::::::::: 147
15.11.13 WilcoxonMatchedPairsSignedRanksTest:::::::::: 148
15.12 T-TEST::::::::::::::::::::::::::::::::::::::::::::::::::: 148
15.12.1 OneSampleMode:::::::::::::::::::::::::::::::::::: 149
15.12.2 IndependentSamplesMode::::::::::::::::::::::::::: 149
15.12.3 PairedSamplesMode::::::::::::::::::::::::::::::::: 149
15.13 ONEWAY::::::::::::::::::::::::::::::::::::::::::::::::: 149
15.14 QUICKCLUSTER:::::::::::::::::::::::::::::::::::::::: 150
15.15 RANK:::::::::::::::::::::::::::::::::::::::::::::::::::: 151
15.16 REGRESSION:::::::::::::::::::::::::::::::::::::::::::: 152
15.16.1 Syntax:::::::::::::::::::::::::::::::::::::::::::::::: 152
15.16.2 Examples::::::::::::::::::::::::::::::::::::::::::::: 153
15.17 RELIABILITY:::::::::::::::::::::::::::::::::::::::::::: 154
15.18 ROC:::::::::::::::::::::::::::::::::::::::::::::::::::::: 154
vi
16 Utilities:::::::::::::::::::::::::::::::::::::: 156
16.1 ADDDOCUMENT::::::::::::::::::::::::::::::::::::::::: 156
16.2 CACHE:::::::::::::::::::::::::::::::::::::::::::::::::::: 156
16.3 CD::::::::::::::::::::::::::::::::::::::::::::::::::::::::: 156
16.4 COMMENT:::::::::::::::::::::::::::::::::::::::::::::::: 156
16.5 DOCUMENT::::::::::::::::::::::::::::::::::::::::::::::: 156
16.6 DISPLAYDOCUMENTS::::::::::::::::::::::::::::::::::: 157
16.7 DISPLAYFILELABEL:::::::::::::::::::::::::::::::::::: 157
16.8 DROPDOCUMENTS:::::::::::::::::::::::::::::::::::::: 157
16.9 ECHO:::::::::::::::::::::::::::::::::::::::::::::::::::::: 157
16.10 ERASE:::::::::::::::::::::::::::::::::::::::::::::::::::: 157
16.11 EXECUTE:::::::::::::::::::::::::::::::::::::::::::::::: 157
16.12 FILELABEL:::::::::::::::::::::::::::::::::::::::::::::: 158
16.13 FINISH::::::::::::::::::::::::::::::::::::::::::::::::::: 158
16.14 HOST::::::::::::::::::::::::::::::::::::::::::::::::::::: 158
16.15 INCLUDE::::::::::::::::::::::::::::::::::::::::::::::::: 158
16.16 INSERT::::::::::::::::::::::::::::::::::::::::::::::::::: 158
16.17 OUTPUT::::::::::::::::::::::::::::::::::::::::::::::::: 159
16.18 PERMISSIONS:::::::::::::::::::::::::::::::::::::::::::: 160
16.19 PRESERVEandRESTORE::::::::::::::::::::::::::::::: 160
16.20 SET::::::::::::::::::::::::::::::::::::::::::::::::::::::: 160
16.21 SHOW:::::::::::::::::::::::::::::::::::::::::::::::::::: 167
16.22 SUBTITLE:::::::::::::::::::::::::::::::::::::::::::::::: 168
16.23 TITLE:::::::::::::::::::::::::::::::::::::::::::::::::::: 168
17 Invokingpspp-convert:::::::::::::::::::::: 169
18 Invokingpspp-dump-sav::::::::::::::::::::: 171
19 NotImplemented::::::::::::::::::::::::::: 172
20 Bugs::::::::::::::::::::::::::::::::::::::::: 177
20.1 Whentoreportbugs:::::::::::::::::::::::::::::::::::::::: 177
20.2 Howtoreportbugs::::::::::::::::::::::::::::::::::::::::: 177
21 FunctionIndex:::::::::::::::::::::::::::::: 179
22 CommandIndex:::::::::::::::::::::::::::: 182
23 ConceptIndex:::::::::::::::::::::::::::::: 184
AppendixA
GNUFreeDocumentationLicense
::::::::::::::::::::::::::::::::::::::::::::::: 190
Chapter1:Introduction
2
1 Introduction
psppisatoolforstatisticalanalysisofsampleddata. Itreadsthedata,analyzesthedata
accordingtocommandsprovided,andwritestheresults toalistingfile,to the standard
outputortoawindowofthegraphicaldisplay.
ThelanguageacceptedbypsppissimilartothoseacceptedbySPSSstatisticalproducts.
Thedetailsofpspp’slanguagearegivenlaterinthismanual.
psppproduces tables s andcharts s as output, , whichit t can n produce inseveralformats;
currently,ASCII,PostScript,PDF,HTML,andDocBookaresupported.
The currentversionofpspp,0.10.1,is incompleteintermsof its statisticalprocedure
support. pspp p is s awork inprogress. . Theauthors s hope e to fully support allfeatures in
theproducts thatpsppreplaces,eventually. . Theauthors s welcomequestions,comments,
donations,andcodesubmissions. SeeChapter20[SubmittingBugReports],page177,for
instructionsoncontactingtheauthors.
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