Experimental Research paper
Masw101
py356imspss.docx
GET DATA
/TYPE=XLSX
/FILE='C:\Users\student\Downloads\VisualSearchShapes Sum19 BothSect TriByTrixlsx.xlsx'
/SHEET=name 'VisSearShapes'
/CELLRANGE=FULL
/READNAMES=ON
/DATATYPEMIN PERCENTAGE=95.0
/HIDDEN IGNORE=YES.
EXECUTE.
DATASET NAME DataSet1 WINDOW=FRONT.
GLM SetSize1 SetSize5 SetSize15 SetSize30 BY RMGroupSearchType
/WSFACTOR=setsize_ 4 Polynomial
/METHOD=SSTYPE(3)
/PLOT=PROFILE(setsize_*RMGroupSearchType) TYPE=LINE ERRORBAR=CI MEANREFERENCE=NO YAXIS=AUTO
/PRINT=DESCRIPTIVE
/CRITERIA=ALPHA(.05)
/WSDESIGN=setsize_
/DESIGN=RMGroupSearchType.
General Linear Model
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Notes |
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Output Created |
30-JUL-2019 15:18:48 |
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Comments |
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Input |
Active Dataset |
DataSet1 |
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Filter |
<none> |
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Weight |
<none> |
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Split File |
<none> |
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N of Rows in Working Data File |
3288 |
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Missing Value Handling |
Definition of Missing |
User-defined missing values are treated as missing. |
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Cases Used |
Statistics are based on all cases with valid data for all variables in the model. |
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Syntax |
GLM SetSize1 SetSize5 SetSize15 SetSize30 BY RMGroupSearchType /WSFACTOR=setsize_ 4 Polynomial /METHOD=SSTYPE(3) /PLOT=PROFILE(setsize_*RMGroupSearchType) TYPE=LINE ERRORBAR=CI MEANREFERENCE=NO YAXIS=AUTO /PRINT=DESCRIPTIVE /CRITERIA=ALPHA(.05) /WSDESIGN=setsize_ /DESIGN=RMGroupSearchType. |
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Resources |
Processor Time |
00:00:01.00 |
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Elapsed Time |
00:00:01.05 |
[DataSet1]
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Within-Subjects Factors |
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Measure: MEASURE_1 |
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setsize_ |
Dependent Variable |
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1 |
SetSize1 |
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2 |
SetSize5 |
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3 |
SetSize15 |
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4 |
SetSize30 |
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Between-Subjects Factors |
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N |
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RMGroupSearchType |
Conjunction |
15 |
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Feature |
15 |
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Descriptive Statistics |
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RMGroupSearchType |
Mean |
Std. Deviation |
N |
|
SetSize1 |
Conjunction |
38246.60000000000600 |
7426.460540622874000 |
15 |
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|
Feature |
13742.16000000000000 |
3551.954884848624300 |
15 |
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Total |
25994.38000000000500 |
13711.647003825520000 |
30 |
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SetSize5 |
Conjunction |
53105.860000000010000 |
19204.363139542755000 |
15 |
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Feature |
13455.113333333335000 |
4366.263476256929000 |
15 |
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Total |
33280.486666666664000 |
24368.979941957776000 |
30 |
|
SetSize15 |
Conjunction |
62277.999999999990000 |
29229.322063933378000 |
15 |
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Feature |
14946.806666666665000 |
4204.533673219671000 |
15 |
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Total |
38612.403333333335000 |
31628.366344944030000 |
30 |
|
SetSize30 |
Conjunction |
73374.286666666670000 |
37231.610916932000000 |
15 |
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Feature |
15514.866666666667000 |
6765.410372904925000 |
15 |
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Total |
44444.576666666650000 |
39459.859318786240000 |
30 |
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Multivariate Testsa |
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Effect |
Value |
F |
Hypothesis df |
Error df |
Sig. |
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setsize_ |
Pillai's Trace |
.425 |
6.408b |
3.000 |
26.000 |
.002 |
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Wilks' Lambda |
.575 |
6.408b |
3.000 |
26.000 |
.002 |
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Hotelling's Trace |
.739 |
6.408b |
3.000 |
26.000 |
.002 |
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Roy's Largest Root |
.739 |
6.408b |
3.000 |
26.000 |
.002 |
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setsize_ * RMGroupSearchType |
Pillai's Trace |
.409 |
6.010b |
3.000 |
26.000 |
.003 |
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Wilks' Lambda |
.591 |
6.010b |
3.000 |
26.000 |
.003 |
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Hotelling's Trace |
.693 |
6.010b |
3.000 |
26.000 |
.003 |
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Roy's Largest Root |
.693 |
6.010b |
3.000 |
26.000 |
.003 |
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a. Design: Intercept + RMGroupSearchType Within Subjects Design: setsize_ |
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b. Exact statistic |
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Mauchly's Test of Sphericitya |
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Measure: MEASURE_1 |
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Within Subjects Effect |
Mauchly's W |
Approx. Chi-Square |
df |
Sig. |
Epsilonb |
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Greenhouse-Geisser |
Huynh-Feldt |
Lower-bound |
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setsize_ |
.090 |
64.355 |
5 |
.000 |
.430 |
.458 |
.333 |
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Tests the null hypothesis that the error covariance matrix of the orthonormalized transformed dependent variables is proportional to an identity matrix. |
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a. Design: Intercept + RMGroupSearchType Within Subjects Design: setsize_ |
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b. May be used to adjust the degrees of freedom for the averaged tests of significance. Corrected tests are displayed in the Tests of Within-Subjects Effects table. |
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Tests of Within-Subjects Effects |
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Measure: MEASURE_1 |
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Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
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setsize_ |
Sphericity Assumed |
5548440801.718 |
3 |
1849480267.239 |
16.733 |
.000 |
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Greenhouse-Geisser |
5548440801.718 |
1.290 |
4301722617.803 |
16.733 |
.000 |
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Huynh-Feldt |
5548440801.718 |
1.374 |
4038743047.853 |
16.733 |
.000 |
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Lower-bound |
5548440801.718 |
1.000 |
5548440801.718 |
16.733 |
.000 |
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setsize_ * RMGroupSearchType |
Sphericity Assumed |
4433277312.162 |
3 |
1477759104.054 |
13.370 |
.000 |
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Greenhouse-Geisser |
4433277312.162 |
1.290 |
3437133055.257 |
13.370 |
.000 |
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Huynh-Feldt |
4433277312.162 |
1.374 |
3227008913.595 |
13.370 |
.000 |
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Lower-bound |
4433277312.162 |
1.000 |
4433277312.162 |
13.370 |
.001 |
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Error(setsize_) |
Sphericity Assumed |
9284173594.126 |
84 |
110525876.121 |
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Greenhouse-Geisser |
9284173594.126 |
36.115 |
257073119.180 |
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Huynh-Feldt |
9284173594.126 |
38.467 |
241357327.081 |
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Lower-bound |
9284173594.126 |
28.000 |
331577628.362 |
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Tests of Within-Subjects Contrasts |
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Measure: MEASURE_1 |
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Source |
setsize_ |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
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setsize_ |
Linear |
5523549923.025 |
1 |
5523549923.025 |
19.056 |
.000 |
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Quadratic |
15854416.033 |
1 |
15854416.033 |
.836 |
.368 |
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Cubic |
9036462.659 |
1 |
9036462.659 |
.397 |
.534 |
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setsize_ * RMGroupSearchType |
Linear |
4353400630.481 |
1 |
4353400630.481 |
15.019 |
.001 |
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Quadratic |
39987492.912 |
1 |
39987492.912 |
2.109 |
.158 |
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Cubic |
39889188.769 |
1 |
39889188.769 |
1.753 |
.196 |
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Error(setsize_) |
Linear |
8116107384.227 |
28 |
289860978.008 |
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Quadratic |
530937656.310 |
28 |
18962059.154 |
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Cubic |
637128553.589 |
28 |
22754591.200 |
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Tests of Between-Subjects Effects |
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Measure: MEASURE_1 |
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Transformed Variable: Average |
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Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
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Intercept |
151937659316.576 |
1 |
151937659316.576 |
144.945 |
.000 |
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RMGroupSearchType |
53771249958.075 |
1 |
53771249958.075 |
51.297 |
.000 |
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Error |
29350723695.884 |
28 |
1048240131.996 |
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Profile Plots
GLM ConjSetSize1 ConjSetSize5 ConjSetSize15 ConjSetSize30
/WSFACTOR=setsize_2 4 Polynomial
/METHOD=SSTYPE(3)
/CRITERIA=ALPHA(.05)
/WSDESIGN=setsize_2.
General Linear Model
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Notes |
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Output Created |
30-JUL-2019 15:24:58 |
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Comments |
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Input |
Active Dataset |
DataSet1 |
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Filter |
<none> |
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Weight |
<none> |
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Split File |
<none> |
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N of Rows in Working Data File |
3288 |
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Missing Value Handling |
Definition of Missing |
User-defined missing values are treated as missing. |
|
|
Cases Used |
Statistics are based on all cases with valid data for all variables in the model. |
|
Syntax |
GLM ConjSetSize1 ConjSetSize5 ConjSetSize15 ConjSetSize30 /WSFACTOR=setsize_2 4 Polynomial /METHOD=SSTYPE(3) /CRITERIA=ALPHA(.05) /WSDESIGN=setsize_2. |
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Resources |
Processor Time |
00:00:00.00 |
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Elapsed Time |
00:00:00.00 |
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Within-Subjects Factors |
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Measure: MEASURE_1 |
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setsize_2 |
Dependent Variable |
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1 |
ConjSetSize1 |
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2 |
ConjSetSize5 |
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3 |
ConjSetSize15 |
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4 |
ConjSetSize30 |
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Multivariate Testsa |
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Effect |
Value |
F |
Hypothesis df |
Error df |
Sig. |
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setsize_2 |
Pillai's Trace |
.593 |
5.831b |
3.000 |
12.000 |
.011 |
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Wilks' Lambda |
.407 |
5.831b |
3.000 |
12.000 |
.011 |
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Hotelling's Trace |
1.458 |
5.831b |
3.000 |
12.000 |
.011 |
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Roy's Largest Root |
1.458 |
5.831b |
3.000 |
12.000 |
.011 |
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a. Design: Intercept Within Subjects Design: setsize_2 |
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b. Exact statistic |
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Mauchly's Test of Sphericitya |
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Measure: MEASURE_1 |
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Within Subjects Effect |
Mauchly's W |
Approx. Chi-Square |
df |
Sig. |
Epsilonb |
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Greenhouse-Geisser |
Huynh-Feldt |
Lower-bound |
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setsize_2 |
.062 |
35.303 |
5 |
.000 |
.413 |
.433 |
.333 |
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Tests the null hypothesis that the error covariance matrix of the orthonormalized transformed dependent variables is proportional to an identity matrix. |
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a. Design: Intercept Within Subjects Design: setsize_2 |
|||||||
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b. May be used to adjust the degrees of freedom for the averaged tests of significance. Corrected tests are displayed in the Tests of Within-Subjects Effects table. |
|
Tests of Within-Subjects Effects |
||||||
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Measure: MEASURE_1 |
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Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
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setsize_2 |
Sphericity Assumed |
9938718801.636 |
3 |
3312906267.212 |
15.515 |
.000 |
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Greenhouse-Geisser |
9938718801.636 |
1.239 |
8019474544.478 |
15.515 |
.001 |
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Huynh-Feldt |
9938718801.636 |
1.300 |
7644724070.787 |
15.515 |
.000 |
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Lower-bound |
9938718801.636 |
1.000 |
9938718801.636 |
15.515 |
.001 |
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Error(setsize_2) |
Sphericity Assumed |
8968192720.874 |
42 |
213528398.116 |
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Greenhouse-Geisser |
8968192720.874 |
17.351 |
516883188.082 |
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Huynh-Feldt |
8968192720.874 |
18.201 |
492729209.103 |
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|
|
Lower-bound |
8968192720.874 |
14.000 |
640585194.348 |
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Tests of Within-Subjects Contrasts |
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Measure: MEASURE_1 |
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|
Source |
setsize_2 |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
setsize_2 |
Linear |
9842170385.280 |
1 |
9842170385.280 |
17.214 |
.001 |
|
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Quadratic |
53099881.153 |
1 |
53099881.153 |
1.788 |
.202 |
|
|
Cubic |
43448535.203 |
1 |
43448535.203 |
1.110 |
.310 |
|
Error(setsize_2) |
Linear |
8004620197.352 |
14 |
571758585.525 |
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Quadratic |
415783540.857 |
14 |
29698824.347 |
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|
|
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Cubic |
547788982.665 |
14 |
39127784.476 |
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Tests of Between-Subjects Effects |
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Measure: MEASURE_1 |
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Transformed Variable: Average |
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Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
Intercept |
193241831284.491 |
1 |
193241831284.491 |
95.479 |
.000 |
|
Error |
28334891272.739 |
14 |
2023920805.196 |
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GLM FeatSetSize1 FeatSetSize5 FeatSetSize15 FeatSetSize30
/WSFACTOR=feature 4 Polynomial
/METHOD=SSTYPE(3)
/CRITERIA=ALPHA(.05)
/WSDESIGN=feature.
General Linear Model
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Notes |
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Output Created |
30-JUL-2019 15:29:37 |
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Comments |
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Input |
Active Dataset |
DataSet1 |
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Filter |
<none> |
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Weight |
<none> |
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Split File |
<none> |
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N of Rows in Working Data File |
3288 |
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Missing Value Handling |
Definition of Missing |
User-defined missing values are treated as missing. |
|
|
Cases Used |
Statistics are based on all cases with valid data for all variables in the model. |
|
Syntax |
GLM FeatSetSize1 FeatSetSize5 FeatSetSize15 FeatSetSize30 /WSFACTOR=feature 4 Polynomial /METHOD=SSTYPE(3) /CRITERIA=ALPHA(.05) /WSDESIGN=feature. |
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Resources |
Processor Time |
00:00:00.00 |
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Elapsed Time |
00:00:00.00 |
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Within-Subjects Factors |
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Measure: MEASURE_1 |
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feature |
Dependent Variable |
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1 |
FeatSetSize1 |
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2 |
FeatSetSize5 |
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3 |
FeatSetSize15 |
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4 |
FeatSetSize30 |
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Multivariate Testsa |
||||||
|
Effect |
Value |
F |
Hypothesis df |
Error df |
Sig. |
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|
feature |
Pillai's Trace |
.478 |
3.657b |
3.000 |
12.000 |
.044 |
|
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Wilks' Lambda |
.522 |
3.657b |
3.000 |
12.000 |
.044 |
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Hotelling's Trace |
.914 |
3.657b |
3.000 |
12.000 |
.044 |
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Roy's Largest Root |
.914 |
3.657b |
3.000 |
12.000 |
.044 |
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a. Design: Intercept Within Subjects Design: feature |
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b. Exact statistic |
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Mauchly's Test of Sphericitya |
|||||||
|
Measure: MEASURE_1 |
|||||||
|
Within Subjects Effect |
Mauchly's W |
Approx. Chi-Square |
df |
Sig. |
Epsilonb |
||
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|
|
|
|
|
Greenhouse-Geisser |
Huynh-Feldt |
Lower-bound |
|
feature |
.339 |
13.775 |
5 |
.017 |
.670 |
.783 |
.333 |
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Tests the null hypothesis that the error covariance matrix of the orthonormalized transformed dependent variables is proportional to an identity matrix. |
|||||||
|
a. Design: Intercept Within Subjects Design: feature |
|||||||
|
b. May be used to adjust the degrees of freedom for the averaged tests of significance. Corrected tests are displayed in the Tests of Within-Subjects Effects table. |
|
Tests of Within-Subjects Effects |
||||||
|
Measure: MEASURE_1 |
||||||
|
Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
|
feature |
Sphericity Assumed |
42999312.243 |
3 |
14333104.081 |
1.905 |
.143 |
|
|
Greenhouse-Geisser |
42999312.243 |
2.011 |
21382901.895 |
1.905 |
.167 |
|
|
Huynh-Feldt |
42999312.243 |
2.349 |
18304422.273 |
1.905 |
.159 |
|
|
Lower-bound |
42999312.243 |
1.000 |
42999312.243 |
1.905 |
.189 |
|
Error(feature) |
Sphericity Assumed |
315980873.252 |
42 |
7523354.125 |
|
|
|
|
Greenhouse-Geisser |
315980873.252 |
28.153 |
11223747.645 |
|
|
|
|
Huynh-Feldt |
315980873.252 |
32.888 |
9607873.496 |
|
|
|
|
Lower-bound |
315980873.252 |
14.000 |
22570062.375 |
|
|
|
Tests of Within-Subjects Contrasts |
||||||
|
Measure: MEASURE_1 |
||||||
|
Source |
feature |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
feature |
Linear |
34780168.226 |
1 |
34780168.226 |
4.368 |
.055 |
|
|
Quadratic |
2742027.793 |
1 |
2742027.793 |
.333 |
.573 |
|
|
Cubic |
5477116.225 |
1 |
5477116.225 |
.858 |
.370 |
|
Error(feature) |
Linear |
111487186.875 |
14 |
7963370.491 |
|
|
|
|
Quadratic |
115154115.452 |
14 |
8225293.961 |
|
|
|
|
Cubic |
89339570.924 |
14 |
6381397.923 |
|
|
|
Tests of Between-Subjects Effects |
|||||
|
Measure: MEASURE_1 |
|||||
|
Transformed Variable: Average |
|||||
|
Source |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
Intercept |
12467077990.161 |
1 |
12467077990.161 |
171.819 |
.000 |
|
Error |
1015832423.144 |
14 |
72559458.796 |
|
|
T-TEST PAIRS=ConjSetSize15 ConjSetSize1 ConjSetSize1 ConjSetSize5 ConjSetSize5 ConjSetSize15 WITH
ConjSetSize5 ConjSetSize15 ConjSetSize30 ConjSetSize15 ConjSetSize30 ConjSetSize30 (PAIRED)
/CRITERIA=CI(.9500)
/MISSING=ANALYSIS.
T-Test
|
Notes |
||
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Output Created |
30-JUL-2019 15:39:19 |
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|
Comments |
|
|
|
Input |
Active Dataset |
DataSet1 |
|
|
Filter |
<none> |
|
|
Weight |
<none> |
|
|
Split File |
<none> |
|
|
N of Rows in Working Data File |
3288 |
|
Missing Value Handling |
Definition of Missing |
User defined missing values are treated as missing. |
|
|
Cases Used |
Statistics for each analysis are based on the cases with no missing or out-of-range data for any variable in the analysis. |
|
Syntax |
T-TEST PAIRS=ConjSetSize15 ConjSetSize1 ConjSetSize1 ConjSetSize5 ConjSetSize5 ConjSetSize15 WITH ConjSetSize5 ConjSetSize15 ConjSetSize30 ConjSetSize15 ConjSetSize30 ConjSetSize30 (PAIRED) /CRITERIA=CI(.9500) /MISSING=ANALYSIS. |
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Resources |
Processor Time |
00:00:00.02 |
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Elapsed Time |
00:00:00.02 |
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Paired Samples Statistics |
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|
Mean |
N |
Std. Deviation |
Std. Error Mean |
|
|
Pair 1 |
ConjSetSize15 |
62277.99999999999000 |
15 |
29229.322063933378000 |
7546.978504969798000 |
|
|
ConjSetSize5 |
53105.86000000000000 |
15 |
19204.363139542755000 |
4958.545240931245000 |
|
Pair 2 |
ConjSetSize1 |
38246.60000000000000 |
15 |
7426.460540622874000 |
1917.503866339928000 |
|
|
ConjSetSize15 |
62277.99999999999000 |
15 |
29229.322063933378000 |
7546.978504969798000 |
|
Pair 3 |
ConjSetSize1 |
38246.60000000000000 |
15 |
7426.460540622874000 |
1917.503866339928000 |
|
|
ConjSetSize30 |
73374.28666666667000 |
15 |
37231.610916932000000 |
9613.160602250126000 |
|
Pair 4 |
ConjSetSize5 |
53105.86000000000000 |
15 |
19204.363139542755000 |
4958.545240931245000 |
|
|
ConjSetSize15 |
62277.99999999999000 |
15 |
29229.322063933378000 |
7546.978504969798000 |
|
Pair 5 |
ConjSetSize5 |
53105.86000000000000 |
15 |
19204.363139542755000 |
4958.545240931245000 |
|
|
ConjSetSize30 |
73374.28666666667000 |
15 |
37231.610916932000000 |
9613.160602250126000 |
|
Pair 6 |
ConjSetSize15 |
62277.99999999999000 |
15 |
29229.322063933378000 |
7546.978504969798000 |
|
|
ConjSetSize30 |
73374.28666666667000 |
15 |
37231.610916932000000 |
9613.160602250126000 |
|
Paired Samples Correlations |
||||
|
|
N |
Correlation |
Sig. |
|
|
Pair 1 |
ConjSetSize15 & ConjSetSize5 |
15 |
.900 |
.000 |
|
Pair 2 |
ConjSetSize1 & ConjSetSize15 |
15 |
.854 |
.000 |
|
Pair 3 |
ConjSetSize1 & ConjSetSize30 |
15 |
.783 |
.001 |
|
Pair 4 |
ConjSetSize5 & ConjSetSize15 |
15 |
.900 |
.000 |
|
Pair 5 |
ConjSetSize5 & ConjSetSize30 |
15 |
.885 |
.000 |
|
Pair 6 |
ConjSetSize15 & ConjSetSize30 |
15 |
.970 |
.000 |
|
Paired Samples Test |
|||||||||
|
|
Paired Differences |
t |
df |
Sig. (2-tailed) |
|||||
|
|
Mean |
Std. Deviation |
Std. Error Mean |
95% Confidence Interval of the Difference |
|
|
|
||
|
|
|
|
|
Lower |
Upper |
|
|
|
|
|
Pair 1 |
ConjSetSize15 - ConjSetSize5 |
9172.139999999992000 |
14601.209434681383000 |
3770.016065000507300 |
1086.259730550694300 |
17258.020269449290000 |
2.433 |
14 |
.029 |
|
Pair 2 |
ConjSetSize1 - ConjSetSize15 |
-24031.399999999994000 |
23206.989557058634000 |
5992.018938006502000 |
-36883.002451987630000 |
-11179.797548012355000 |
-4.011 |
14 |
.001 |
|
Pair 3 |
ConjSetSize1 - ConjSetSize30 |
-35127.686666666670000 |
31758.107989093944000 |
8199.908223254504000 |
-52714.740666050550000 |
-17540.632667282790000 |
-4.284 |
14 |
.001 |
|
Pair 4 |
ConjSetSize5 - ConjSetSize15 |
-9172.139999999992000 |
14601.209434681383000 |
3770.016065000507300 |
-17258.020269449290000 |
-1086.259730550694300 |
-2.433 |
14 |
.029 |
|
Pair 5 |
ConjSetSize5 - ConjSetSize30 |
-20268.426666666666000 |
22117.479936643096000 |
5710.708763646358000 |
-32516.678801510840000 |
-8020.174531822495000 |
-3.549 |
14 |
.003 |
|
Pair 6 |
ConjSetSize15 - ConjSetSize30 |
-11096.286666666674000 |
11382.030398010638000 |
2938.827611834785300 |
-17399.445006615150000 |
-4793.128326718196000 |
-3.776 |
14 |
.002 |
