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Attitude Towards Statistics 95% Confidence interval for Mean Between- Component Variance Maximum 7.00 7.00 7.00 N Mean Std. Deviation Std. Error Lower Bound Upper Bound Minimum Male 8 3.5000 2.00000 .70711 1.8280 5.1720 1.00 Female 9 4.2222 1.48137 .49379 3.0835 5.3609 2.00 Total 17 3.8824 1.72780 .41905 2.9940 4.7707 1.00 Model Fixed Effects 1.74271 .42267 2.9815 4.7833 Random Effects .422670 -1.4882 9.2529 a. Warning: Between-component variance is negative. It was replaced by 0.0 in computing this random effects measure. -.09774 ANOVA df Mean Square F Attitude Towards Statistics Sum of Squares Between Groups 2.209 Within Groups 45.556 Total 47.765 Sig. ,407 1 2.209 .727 15 3.037 16 ANOVA Effect Sizesab Point 95% Confidence Interval Estimate Lower Upper Attitude Towards Eta-squared .046 .000 319 Statistics Epsilon-squared ..017 -.067 .273 Omega-squared Fixed- -.016 -.062 .261 effect Omega-squared -.016 -.062 .261 Random-effect a. Eta-squared and Epsilon-squared are estimated based on the fixed-effect model.
Tests of Within-Subjects Effects Measure: MEASURE_1 Type III Sum of Squares Partial Eta Squared Source df Mean Square F Sig. attitude 5065.441 1 5065.441 87.993 <.001 .846 5065.441 1.000 5065.441 87.993 <.001 .846 5065.441 1.000 5065.441 87.993 <.001 .846 Sphericity Assumed Greenhouse-Geisser Huynh-Feldt Lower-bound Sphericity Assumed Greenhouse-Geisser 1.000 5065.441 87.993 <.001 .846 5065.441 921.059 Error(attitude) 16 57.566 921.059 16.000 57.566 921.059 16.000 57.566 Huynh-Feldt Lower-bound 921.059 16.000 57.566 Tests of Within-Subjects Contrasts Measure: MEASURE_1 Source Type III Sum of Squares 5065.441 Partial Eta Squared attitude df Mean Square F sig. attitude Linear 1 5065.441 87.993 <.001 .846 Error(attitude) Linear 921.059 16 57.566 Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average Type III Sum Source of Squares df Mean Square F Intercept 6414.382 1 6414.382 116.610 Error 880.118 16 55.007 Partial Eta Squared Sig. <.001 .879
Estimated Marginal Means of MEASURE_1 30 25 20 Estimated Marginal Means 15 10 5 0 1 2 attitude
Descriptives 95% Confidence Interval for Mean Between- Component Variance Upper Bound Minimum Maximum 1.00 7.00 2.00 7.00 5.1720 5.3609 4.7707 4.7833 1.00 7.00 9.2529 --09774 N Mean Std. Deviation Std. Error Lower Bound Attitude towards Male 8 8 3.5000 2.00000 .70711 1.8280 Statistics Female 9 4.2222 1.48137 49379 3.0835 Total 17 3.8824 1.72780 41905 2.9940 Model Fixed Effects 1.74271 .42267 2.9815 Random Effects 42267 -1.48820 Height of Subjects (In Male 8 8 1.8375 .13025 .04605 1.7286 Strings) Female 9 1.7444 12105 ,04035 1.6514 Total 17 1.7882 .13054 .03166 1.7211 Model Fixed Effects .12543 .03042 1.7234 Random Effects .04654 1.1969 a. Warning: Between-component variance is negative. It was replaced by 0.0 in computing this random effects measure. 1.9464 1.65 2.00 1.50 1.90 1.8375 1.8554 1.50 2.00 1.8531 2.3796 .00247 ANOVA Sum of Squares 2.209 45.556 df Mean Square F F Sig. 407 Attitude towards Statistics 1 .727 Between Groups Within Groups 2.209 3.037 15 47.765 16 .037 1 .037 Height of Subjects (In Strings) 2.331 .148 Total Between Groups Within Groups Total 15 .016 .236 273 16
ANOVA Effect Sizesab 95% Confidence Interval Point Estimate Lower Upper .046 .000 .319 Attitude Towards Statistics -.017 -.067 273 -.016 -.062 .261 -.016 Eta-squared Epsilon-squared Omega-squared Fixed- effect Omega-squared Random-effect Eta-squared Epsilon-squared Omega-squared Fixed- effect -.062 .261 .135 .000 .424 Height of Subjects (In Strings) .077 -.067 .386 .073 -.062 .371 073 -.062 371 Omega-squared Random-effect a. Eta-squared and Epsilon-squared are estimated based on the fixed-effect model. b. Negative but less biased estimates are retained, not rounded to zero.
Between-Subjects Factors Value Label N Gender of Subjects 1 Male 8 2 Female 9 Hair Color of Subjects 1.00 Black 4 2.00 Brown 11 3.00 Blonde 1 4.00 Brown 1 Descriptive Statistics Dependent Variable: Attitude towards Statistics Gender of Subjects Hair Color of Subjects Mean Male Black 2.5000 Std. Deviation N 2.12132 2 Brown 3.2000 1.48324 5 Brown 7.0000 1 Total 3.5000 2.00000 8 Female Black 5.5000 2.12132 2 Brown 4.0000 1.26491 6 Blonde 3.0000 1 Total 4.2222 1.48137 9 Total Black 4.0000 2.44949 4 Brown 3.6364 1.36182 11 Blonde 3.0000 1 Brown 7.0000 1 Total 3.8824 1.72780 17 Tests of Between-Subjects Effects
Tests of Between-Subjects Effects Dependent Variable: Attitude towards Statistics Type III Sum Source of Squares df Mean Square F Corrected Model 21.965 5 4.393 1.873 Partial Eta Squared Sig. .179 .460 Intercept 155.461 1 155.461 66.282 <.001 .858 Gender 10.566 1 10.566 4.505 .057 291 Hair 18.163 3 6.054 2.581 .106 .413 Gender* Hair 3.541 1 3.541 1.510 .245 .121 Error 25.800 11 2.345 Total 304.000 17 Corrected Total 47.765 16 a. R Squared = .460 (Adjusted R Squared= .214) Profile Plots Estimated Marginal Means of Attitude Towards Statistics 4.24
Profile Plots Estimated Marginal Means of Attitude towards Statistics 4.24 4.22 Estimated Marginal Means 4.20 4.18 Male Female Gender of Subjects
Estimated Marginal Means of Attitude towards Statistics 7,00 6.00 5.00 Estimated Marginal Means 4.00 3.00 Black Brown Blonde Brown Hair Color of Subjects
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