Table: Directional measures.
z,Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-1,Nominal by Nominal,Lambda,Symmetric,.40,.28,1.12,
-,,,x Dependent,.25,,1.12,
-,,,y Dependent,1.00,,1.12,
-,,Goodman and Kruskal tau,x Dependent,.25,,,
-,,,y Dependent,1.00,,,
-,,Uncertainty Coefficient,Symmetric,.47,.18,1.51,
-,,,x Dependent,.31,.15,2.02,
-,,,y Dependent,1.00,.00,2.02,
-,Ordinal by Ordinal,Somers' d,Symmetric,.00,,.00,
-,,,x Dependent,.00,.50,.00,
-,,,y Dependent,.00,.20,.00,
-,Nominal by Interval,Eta,x Dependent,.04,,,
-,,,y Dependent,1.00,,,
-2,Nominal by Nominal,Lambda,Symmetric,.50,.25,2.00,
-,,,x Dependent,.33,,1.15,
-,,,y Dependent,1.00,,1.15,
-,,Goodman and Kruskal tau,x Dependent,.33,,,
-,,,y Dependent,1.00,,,
-,,Uncertainty Coefficient,Symmetric,.58,.17,1.56,
-,,,x Dependent,.41,.17,2.36,
-,,,y Dependent,1.00,.00,2.36,
-,Ordinal by Ordinal,Somers' d,Symmetric,-.67,,-1.73,
-,,,x Dependent,-1.00,.00,-1.73,
-,,,y Dependent,-.50,.29,-1.73,
-,Nominal by Interval,Eta,x Dependent,.73,,,
-,,,y Dependent,1.00,,,
+1,Nominal by Nominal,Lambda,Symmetric,.40,.28,1.12,.264
+,,,x Dependent,.25,.22,1.12,.264
+,,,y Dependent,1.00,.00,1.12,.264
+,,Goodman and Kruskal tau,x Dependent,.25,,,. @&t@
+,,,y Dependent,1.00,,,. @&t@
+,,Uncertainty Coefficient,Symmetric,.47,.18,,. @&t@
+,,,x Dependent,.31,.15,2.02,. @&t@
+,,,y Dependent,1.00,.00,2.02,. @&t@
+,Ordinal by Ordinal,Somers' d,Symmetric,.00,,.00,1.000
+,,,x Dependent,.00,.50,.00,1.000
+,,,y Dependent,.00,.20,.00,1.000
+,Nominal by Interval,Eta,x Dependent,.04,,,. @&t@
+,,,y Dependent,1.00,,,. @&t@
+2,Nominal by Nominal,Lambda,Symmetric,.50,.25,2.00,.046
+,,,x Dependent,.33,.27,1.15,.248
+,,,y Dependent,1.00,.00,1.15,.248
+,,Goodman and Kruskal tau,x Dependent,.33,,,. @&t@
+,,,y Dependent,1.00,,,. @&t@
+,,Uncertainty Coefficient,Symmetric,.58,.17,,. @&t@
+,,,x Dependent,.41,.17,2.36,. @&t@
+,,,y Dependent,1.00,.00,2.36,. @&t@
+,Ordinal by Ordinal,Somers' d,Symmetric,-.67,,-1.73,.083
+,,,x Dependent,-1.00,.00,-1.73,.083
+,,,y Dependent,-.50,.29,-1.73,.083
+,Nominal by Interval,Eta,x Dependent,.73,,,. @&t@
+,,,y Dependent,1.00,,,. @&t@
]])
AT_CLEANUP
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Nominal by Nominal,Lambda,Symmetric,.423,.021,16.875,
-,,x Dependent,.497,,15.986,
-,,y Dependent,.370,,16.339,
-,Goodman and Kruskal tau,x Dependent,.382,,,
-,,y Dependent,.198,,,
+Nominal by Nominal,Lambda,Symmetric,.423,.021,16.875,.000
+,,x Dependent,.497,.024,15.986,.000
+,,y Dependent,.370,.020,16.339,.000
+,Goodman and Kruskal tau,x Dependent,.382,,,. @&t@
+,,y Dependent,.198,,,. @&t@
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Nominal by Nominal,Lambda,Symmetric,.259,.081,2.902,
-,,x Dependent,.250,,2.479,
-,,y Dependent,.267,,2.766,
-,Goodman and Kruskal tau,x Dependent,.129,,,
-,,y Dependent,.123,,,
+Nominal by Nominal,Lambda,Symmetric,.259,.081,2.902,.004
+,,x Dependent,.250,.089,2.479,.013
+,,y Dependent,.267,.085,2.766,.006
+,Goodman and Kruskal tau,x Dependent,.129,,,. @&t@
+,,y Dependent,.123,,,. @&t@
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Nominal by Nominal,Lambda,Symmetric,.208,.010,18.793,
-,,x Dependent,.224,,16.076,
-,,y Dependent,.192,,14.438,
-,Goodman and Kruskal tau,x Dependent,.089,,,
-,,y Dependent,.081,,,
+Nominal by Nominal,Lambda,Symmetric,.208,.010,18.793,.000
+,,x Dependent,.224,.013,16.076,.000
+,,y Dependent,.192,.012,14.438,.000
+,Goodman and Kruskal tau,x Dependent,.089,,,. @&t@
+,,y Dependent,.081,,,. @&t@
+])
+AT_CLEANUP
+
+AT_SETUP([CROSSTABS Goodman and Kruskal's lambda - treatment of ties])
+AT_DATA([lambda.sps], [dnl
+SET FORMAT F8.3.
+
+* From Douglas Bonett.
+DATA LIST LIST NOTABLE/x y w.
+WEIGHT BY w.
+BEGIN DATA.
+1 1 225
+1 2 43
+1 3 216
+2 1 3
+2 2 1
+2 3 12
+END DATA.
+
+CROSSTABS x BY y/CELLS=NONE/STATISTICS=LAMBDA.
+])
+AT_CHECK([pspp -O format=csv lambda.sps], [0], [dnl
+Table: Summary.
+,Cases,,,,,
+,Valid,,Missing,,Total,
+,N,Percent,N,Percent,N,Percent
+x * y,500.000,100.0%,.000,0.0%,500.000,100.0%
+
+Table: Directional measures.
+Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
+Nominal by Nominal,Lambda,Symmetric,.031,.013,2.336,.019
+,,x Dependent,.000,.000,NaN,NaN
+,,y Dependent,.033,.014,2.336,.019
+,Goodman and Kruskal tau,x Dependent,.012,,,. @&t@
+,,y Dependent,.009,,,. @&t@
])
AT_CLEANUP
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,-.084,,-.149,
-,,x Dependent,-.045,.300,-.149,
-,,y Dependent,-.684,2.378,-.149,
+Ordinal by Ordinal,Somers' d,Symmetric,-.084,,-.149,.882
+,,x Dependent,-.045,.300,-.149,.882
+,,y Dependent,-.684,2.378,-.149,.882
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,.371,,10.669,
-,,x Dependent,.351,.032,10.669,
-,,y Dependent,.394,.035,10.669,
+Ordinal by Ordinal,Somers' d,Symmetric,.371,,10.669,.000
+,,x Dependent,.351,.032,10.669,.000
+,,y Dependent,.394,.035,10.669,.000
])
AT_DATA([ordinal.sps], [dnl
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,1.000,,24.841,
-,,x Dependent,1.000,.000,24.841,
-,,y Dependent,1.000,.000,24.841,
+Ordinal by Ordinal,Somers' d,Symmetric,1.000,,24.841,.000
+,,x Dependent,1.000,.000,24.841,.000
+,,y Dependent,1.000,.000,24.841,.000
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,1.000,,24.841,
-,,x Dependent,1.000,.000,24.841,
-,,y Dependent,1.000,.000,24.841,
+Ordinal by Ordinal,Somers' d,Symmetric,1.000,,24.841,.000
+,,x Dependent,1.000,.000,24.841,.000
+,,y Dependent,1.000,.000,24.841,.000
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,-1.000,,-24.841,
-,,x Dependent,-1.000,.000,-24.841,
-,,y Dependent,-1.000,.000,-24.841,
+Ordinal by Ordinal,Somers' d,Symmetric,-1.000,,-24.841,.000
+,,x Dependent,-1.000,.000,-24.841,.000
+,,y Dependent,-1.000,.000,-24.841,.000
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,.971,,24.841,
-,,x Dependent,.944,.013,24.841,
-,,y Dependent,1.000,.000,24.841,
+Ordinal by Ordinal,Somers' d,Symmetric,.971,,24.841,.000
+,,x Dependent,.944,.013,24.841,.000
+,,y Dependent,1.000,.000,24.841,.000
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,.035,,1.009,
-,,x Dependent,.805,.032,1.009,
-,,y Dependent,.018,.017,1.009,
+Ordinal by Ordinal,Somers' d,Symmetric,.035,,1.009,.313
+,,x Dependent,.805,.032,1.009,.313
+,,y Dependent,.018,.017,1.009,.313
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Ordinal by Ordinal,Somers' d,Symmetric,-.206,,-2.641,
-,,x Dependent,-.182,.069,-2.641,
-,,y Dependent,-.237,.089,-2.641,
+Ordinal by Ordinal,Somers' d,Symmetric,-.206,,-2.641,.008
+,,x Dependent,-.182,.069,-2.641,.008
+,,y Dependent,-.237,.089,-2.641,.008
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Nominal by Nominal,Lambda,Symmetric,.338,.059,4.743,
-,,x Dependent,.640,,4.875,
-,,y Dependent,.174,,3.248,
-,Goodman and Kruskal tau,x Dependent,.534,,,
-,,y Dependent,.167,,,
-Ordinal by Ordinal,Somers' d,Symmetric,-.074,,-1.022,
-,,x Dependent,-.060,.059,-1.022,
-,,y Dependent,-.096,.094,-1.022,
+Nominal by Nominal,Lambda,Symmetric,.338,.059,4.743,.000
+,,x Dependent,.640,.085,4.875,.000
+,,y Dependent,.174,.050,3.248,.001
+,Goodman and Kruskal tau,x Dependent,.534,,,. @&t@
+,,y Dependent,.167,,,. @&t@
+Ordinal by Ordinal,Somers' d,Symmetric,-.074,,-1.022,.307
+,,x Dependent,-.060,.059,-1.022,.307
+,,y Dependent,-.096,.094,-1.022,.307
Table: Summary.
,Cases,,,,,
Table: Directional measures.
Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
-Nominal by Nominal,Lambda,Symmetric,.102,.067,1.473,
-,,x Dependent,.027,,.302,
-,,y Dependent,.165,,2.349,
-,Goodman and Kruskal tau,x Dependent,.051,,,
-,,y Dependent,.068,,,
-Ordinal by Ordinal,Somers' d,Symmetric,.209,,3.338,
-,,x Dependent,.202,.060,3.338,
-,,y Dependent,.217,.064,3.338,
+Nominal by Nominal,Lambda,Symmetric,.102,.067,1.473,.141
+,,x Dependent,.027,.087,.302,.763
+,,y Dependent,.165,.065,2.349,.019
+,Goodman and Kruskal tau,x Dependent,.051,,,. @&t@
+,,y Dependent,.068,,,. @&t@
+Ordinal by Ordinal,Somers' d,Symmetric,.209,,3.338,.001
+,,x Dependent,.202,.060,3.338,.001
+,,y Dependent,.217,.064,3.338,.001
+])
+AT_CLEANUP
+
+AT_SETUP([CROSSTABS many statistics])
+AT_DATA([crosstabs.sps], [dnl
+SET FORMAT=F8.4.
+
+* From http://www4.stat.ncsu.edu/~dzhang2/st744/table3.9.lst.txt.
+DATA LIST LIST NOTABLE/x y w.
+WEIGHT BY w.
+BEGIN DATA.
+1 1 25
+1 2 25
+1 3 12
+2 2 1
+2 3 3
+END DATA.
+CROSSTABS x BY y/STATISTICS=CHISQ PHI CC LAMBDA UC BTAU CTAU GAMMA D CORR/CELLS=NONE.
+])
+AT_CHECK([pspp -O format=csv crosstabs.sps], [0], [dnl
+Table: Summary.
+,Cases,,,,,
+,Valid,,Missing,,Total,
+,N,Percent,N,Percent,N,Percent
+x * y,66.0000,100.0%,.0000,0.0%,66.0000,100.0%
+
+Table: Chi-square tests.
+Statistic,Value,df,Asymp. Sig. (2-tailed)
+Pearson Chi-Square,6.9562,2.0000,.031
+Likelihood Ratio,6.6901,2.0000,.035
+Linear-by-Linear Association,5.8450,1.0000,.016
+N of Valid Cases,66.0000,,
+
+Table: Symmetric measures.
+Category,Statistic,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
+Nominal by Nominal,Phi,.3246,,,
+,Cramer's V,.3246,,,
+,Contingency Coefficient,.3088,,,
+Ordinal by Ordinal,Kendall's tau-b,.2752,.0856,1.9920,
+,Kendall's tau-c,.1497,.0751,1.9920,
+,Gamma,.8717,.1250,1.9920,
+,Spearman Correlation,.2908,.0906,2.4311,
+Interval by Interval,Pearson's R,.2999,.0973,2.5147,
+N of Valid Cases,,66.0000,,,
+
+Table: Directional measures.
+Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
+Nominal by Nominal,Lambda,Symmetric,.0455,.1629,.2723,.785
+,,x Dependent,.0000,.0000,NaN,NaN
+,,y Dependent,.0500,.1791,.2723,.785
+,Goodman and Kruskal tau,x Dependent,.1054,,,. @&t@
+,,y Dependent,.0434,,,. @&t@
+,Uncertainty Coefficient,Symmetric,.0780,.0474,,. @&t@
+,,x Dependent,.2217,.1062,1.5373,. @&t@
+,,y Dependent,.0473,.0306,1.5373,. @&t@
+Ordinal by Ordinal,Somers' d,Symmetric,.1960,,1.9920,.046
+,,x Dependent,.1152,.0572,1.9920,.046
+,,y Dependent,.6573,.1417,1.9920,.046
+])
+AT_CLEANUP
+
+AT_SETUP([CROSSTABS uncertainy coefficient])
+AT_DATA([uc.sps], [dnl
+* From http://groups.chass.utoronto.ca/pol242/5bMeasuringAssociation.htm.
+SET FORMAT=F8.3.
+
+DATA LIST LIST NOTABLE/x y w.
+WEIGHT BY w.
+BEGIN DATA.
+1 1 416
+1 2 121
+2 1 335
+2 2 2
+3 1 112
+3 2 1
+END DATA.
+CROSSTABS x BY y/STATISTICS=LAMBDA UC/CELLS=NONE.
+])
+AT_CHECK([pspp -O format=csv uc.sps], [0], [dnl
+Table: Summary.
+,Cases,,,,,
+,Valid,,Missing,,Total,
+,N,Percent,N,Percent,N,Percent
+x * y,987.000,100.0%,.000,0.0%,987.000,100.0%
+
+Table: Directional measures.
+Category,Statistic,Type,Value,Asymp. Std. Error,Approx. T,Approx. Sig.
+Nominal by Nominal,Lambda,Symmetric,.000,.000,NaN,NaN
+,,x Dependent,.000,.000,NaN,NaN
+,,y Dependent,.000,.000,NaN,NaN
+,Goodman and Kruskal tau,x Dependent,.076,,,. @&t@
+,,y Dependent,.108,,,. @&t@
+,Uncertainty Coefficient,Symmetric,.105,.012,,. @&t@
+,,x Dependent,.073,.009,7.890,. @&t@
+,,y Dependent,.184,.019,7.890,. @&t@
])
AT_CLEANUP
projects / pspp / blobdiff