Hello all,
I have run a Univariate ANOVA in SPSS but have included a random
factor. The inclusion of a random factor, rather than fixed factors,
seems to remove the r squared from the output. Can anyone tell me how
I can calculate the r squared from the following three output tables?
Much obliged,
Col.
p.s. Had trouble pasting the tables so apologies for their
formatting...
TABLE 1:
Tests of Between-Subjects Effects
Dependent Variable: POS
Source Type III Sum of Squares df Mean Square F Sig.
Intercept Hypothesis 1.080 1 1.080 1.870 .173
Error 170.725 295.517 .578
PBCHILD Hypothesis .179 1 .179 .328 .568
Error 154.388 283 .546
PBFLEX Hypothesis 1.905 1 1.905 3.492 .063
Error 154.388 283 .546
PBLEAVE Hypothesis 3.351 1 3.351 6.142 .014
Error 154.388 283 .546
PBINFO Hypothesis 2.918 1 2.918 5.348 .021
Error 154.388 283 .546
MACH Hypothesis 94.873 1 94.873 173.906 .000
Error 154.388 283 .546
M_PBCHIL Hypothesis 1.563E-02 1 1.563E-02 .029 .866
Error 154.388 283 .546
M_PBFLEX Hypothesis 1.072 1 1.072 1.965 .162
Error 154.388 283 .546
M_PBLEAV Hypothesis .342 1 .342 .627 .429
Error 154.388 283 .546
M_PBINFO Hypothesis 2.943E-02 1 2.943E-02 .054 .817
Error 154.388 283 .546
COMPANY Hypothesis 30.575 16 1.911 3.503 .000
Error 154.388 283 .546
a 2.356E-02 MS(COMPANY) + .976 MS(Error)
b MS(Error)
TABLE 2:
Expected Mean Squares
Variance Component
Source Var(COMPANY) Var(Error) Quadratic Term
Intercept .386 1.000 Intercept
PBCHILD .000 1.000 PBCHILD
PBFLEX .000 1.000 PBFLEX
PBLEAVE .000 1.000 PBLEAVE
PBINFO .000 1.000 PBINFO
MACH .000 1.000 MACH
M_PBCHIL .000 1.000 M_PBCHIL
M_PBFLEX .000 1.000 M_PBFLEX
M_PBLEAV .000 1.000 M_PBLEAV
M_PBINFO .000 1.000 M_PBINFO
COMPANY 16.391 1.000
Error .000 1.000
a For each source, the expected mean square equals the sum of the
coefficients in the cells times the variance components, plus a
quadratic term involving effects in the Quadratic Term cell.
b Expected Mean Squares are based on the Type III Sums of Squares.
TABLE 3:
Parameter Estimates
Dependent Variable: POS
B Std. Error t Sig. 95% Confidence Interval
Parameter Lower Bound Upper Bound
Intercept 1.525E-02 .334 .046 .964 -.643 .673
PBCHILD -2.151E-02 .038 -.572 .568 -9.549E-02 5.247E-02
PBFLEX 6.567E-02 .035 1.869 .063 -3.503E-03 .135
PBLEAVE 9.154E-02 .037 2.478 .014 1.883E-02 .164
PBINFO 8.635E-02 .037 2.313 .021 1.285E-02 .160
MACH .809 .061 13.187 .000 .688 .930
M_PBCHIL 8.245E-03 .049 .169 .866 -8.764E-02 .104
M_PBFLEX -5.806E-02 .041 -1.402 .162 -.140 2.346E-02
M_PBLEAV -3.898E-02 .049 -.792 .429 -.136 5.794E-02
M_PBINFO 9.853E-03 .042 .232 .817 -7.365E-02 9.336E-02
[COMPANY=3.00] 1.177 .279 4.221 .000 .628 1.726
[COMPANY=4.00] .625 .272 2.302 .022 9.059E-02 1.160
[COMPANY=5.00] -1.146E-02 .250 -.046 .963 -.503 .480
[COMPANY=6.00] .574 .276 2.083 .038 3.146E-02 1.116
[COMPANY=8.00] 2.369E-02 .258 .092 .927 -.485 .532
[COMPANY=9.00] .531 .265 2.006 .046 9.925E-03 1.053
[COMPANY=11.00] -3.205E-02 .280 -.114 .909 -.583 .519
[COMPANY=12.00] .243 .267 .909 .364 -.283 .768
[COMPANY=13.00] .555 .237 2.342 .020 8.845E-02 1.021
[COMPANY=14.00] .175 .266 .660 .510 -.348 .699
[COMPANY=15.00] 1.011E-02 .264 .038 .970 -.510 .530
[COMPANY=16.00] .781 .328 2.381 .018 .135 1.427
[COMPANY=18.00] .741 .242 3.059 .002 .264 1.218
[COMPANY=19.00] .604 .278 2.176 .030 5.759E-02 1.151
[COMPANY=23.00] .637 .265 2.402 .017 .115 1.159
[COMPANY=25.00] 1.217E-03 .263 .005 .996 -.517 .519
[COMPANY=26.00] 0 . . . . .
a This parameter is set to zero because it is redundant.
.
.
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