Results: ReactionTime1.sas

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

The PRINT Procedure

Data Set WORK.RTIME1

Obs PARTICIPANT Language NCQ NCE NCS LCQ LCE LCS CQ CE CS
1 E01 English 2955 2877 2978.5 3758 5393 3380.5 21058.5 20875 17702.5
2 E02 English 3271 3134 3898.5 2629 2413.5 2748.5 22087 19369.5 18448
3 E03 English 5337 2701 4477 2917 2896 3575 20924.5 19134 16382
4 E04 English 2975.5 2525.5 4290 3644.5 . 2751.5 22184 20880 16991.5
5 E05 English 3009 2645.5 3637 2707.5 2528 2799 20476 18398.5 18325
6 E06 English 4433 3976.5 4135 3465.5 3322 3065 21451.5 19315 18493
7 E07 English 2579 2777.5 2557 2947.5 2475 2593.5 20686 18850 17009
8 E09 English 3716 2908 5511 3225.5 2925 3472 21748 20852 16505
9 E10 English 3472 3141.5 3383 3137 2762 2783 21646 19555 17300
10 E11 English 3325 3228.5 2820 3098 3005.5 2434.5 20789 17806.5 16478
11 E12 English 3483 3488.5 3845 3099.5 2756 2813.5 21353.5 20963 18186
12 E13 English 4139 2649 4055 2840.5 2604 2564 22324.5 19756.5 17465.5
13 E14 English 3298 2946 2492 2783.5 2597.5 2253.5 20579 18550 17648
14 E18 English 3005 3119 3408 2757.5 2636 2646 20934 18915.5 16945.5
15 E19 English 3769.5 3090 3005.5 2808.5 3217 2733 21309.5 21255 17028
16 S01 Spanish 4282 4086 3893 2836 3772 3988 22335 18815 22412
17 S09 Spanish 3831 3697.5 3296 2755 3110.5 3213.5 22678 . 17563.5
18 S10 Spanish 4582 4490.5 3526.5 3182 4325 3176.5 22457 22734 19341
19 S11 Spanish 3026 3003 3195 2741.5 2574.5 2837.5 21424 19655 17241.5
20 S12 Spanish 3670 4306.5 3532 3427 3221.5 3435 21054 20949 19846
21 S13 Spanish 3538.5 3099 3037.5 3080.5 2512.5 2954.5 19886 18560 16949
22 S14 Spanish 2790 3167 3049 2604 2860 2840 20915 21049 18788.5
23 S15 Spanish 3982 3243 2780 2971 2455.5 2836 22207.5 . 17187.5
24 S18 Spanish 3164.5 2876.5 4139 3000 2962 3935.5 20560 15338 18666
25 S19 Spanish 3545 4379 3286 2915.5 3025 2818 20369 20431.5 17497
26 S20 Spanish 4315 2891 3197 3015 4056.5 4139 21488 22372 21758
27 S21 Spanish 3529.5 3770.5 4302.5 3111 3839 2801 21607.5 21175.5 16880.5
28 S22 Spanish 3670.5 3093.5 4103.5 2744 4494.5 2960 20468.5 19879 15230.5
29 S25 Spanish 4616 4486 4307 2707 3816.5 3687 20118 . 20647
30 S27 Spanish 3647 3214 3653 3246 3467 3342 20949 19419 17352

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

The MEANS Procedure

The MEANS Procedure

Summary statistics

Language N Obs Variable Label N Mean Std Dev Minimum Maximum
English 15
NCQ
NCE
NCS
LCQ
LCE
LCS
CQ
CE
CS
NCmean
LCmean
Cmean
Questmean3
Exclamean3
Statemean3
Questmean2
Exclamean2
Statemean2
No Context Question
No Context Exclamation
No Context Statement
Low Context Question
Low Context Exclamation
Low Context Statement
Context Question
Context Exclamation
Context Statement
 
 
 
 
 
 
 
 
 
15
15
15
15
14
15
15
15
15
15
14
15
15
14
15
15
14
15
3517.80
3013.83
3632.83
3054.60
2966.46
2840.83
21303.40
19631.70
17393.80
3388.16
2942.05
19442.97
9291.93
8519.24
7955.82
3286.20
3007.59
3236.83
696.8976098
372.3672662
813.8218625
343.4773958
748.7342001
377.8393776
595.6262671
1088.42
721.3696496
462.5938749
422.9316862
562.4258759
362.0149453
544.5228826
412.3695343
380.5453465
427.8122635
547.2778061
2579.00
2525.50
2492.00
2629.00
2413.50
2253.50
20476.00
17806.50
16382.00
2637.83
2544.83
18357.83
8730.83
7857.33
7244.17
2763.25
2586.75
2372.75
5337.00
3976.50
5511.00
3758.00
5393.00
3575.00
22324.50
21255.00
18493.00
4181.50
4177.17
20167.50
9783.33
9715.00
8564.33
4127.00
4135.00
4491.50
Spanish 15
NCQ
NCE
NCS
LCQ
LCE
LCS
CQ
CE
CS
NCmean
LCmean
Cmean
Questmean3
Exclamean3
Statemean3
Questmean2
Exclamean2
Statemean2
No Context Question
No Context Exclamation
No Context Statement
Low Context Question
Low Context Exclamation
Low Context Statement
Context Question
Context Exclamation
Context Statement
 
 
 
 
 
 
 
 
 
15
15
15
15
15
15
15
12
15
15
15
12
15
12
15
15
15
15
3745.93
3586.87
3553.13
2955.70
3366.13
3264.23
21234.43
20031.42
18490.67
3628.64
3195.36
19884.78
9312.02
8996.19
8436.01
3350.82
3476.50
3408.68
537.9762962
615.8718694
493.7450711
229.2041199
658.8592812
471.4359852
888.3098290
1961.95
1988.93
414.1345626
329.5982094
1225.49
408.3542845
889.4482197
834.5769280
309.7982129
516.4671024
395.9773224
2790.00
2876.50
2780.00
2604.00
2455.50
2801.00
19886.00
15338.00
15230.50
3002.00
2717.83
18188.00
8769.67
7058.83
7431.33
2697.00
2788.75
2808.00
4616.00
4490.50
4307.00
3427.00
4494.50
4139.00
22678.00
22734.00
22412.00
4469.67
3736.83
21872.67
10073.67
10516.50
10097.67
3882.00
4407.75
4037.25

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

The GLM Procedure

Data

Class Levels

Class Level Information
Class Levels Values
Language 2 English Spanish

Number of Observations

Number of Observations Read 30
Number of Observations Used 26

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: NCQ No Context Question

Analysis of Variance

NCQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 52490.880 52490.880 0.13 0.7203
Error 24 9597864.899 399911.037    
Corrected Total 25 9650355.779      

Fit Statistics

R-Square Coeff Var Root MSE NCQ Mean
0.005439 17.57536 632.3852 3598.135

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 52490.88004 52490.88004 0.13 0.7203

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 52490.88004 52490.88004 0.13 0.7203

Box Plot

Fit Plot for No Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: NCE No Context Exclamation

NCE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1505288.821 1505288.821 6.00 0.0220
Error 24 6019997.920 250833.247    
Corrected Total 25 7525286.740      

Fit Statistics

R-Square Coeff Var Root MSE NCE Mean
0.200031 15.30905 500.8326 3271.481

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1505288.821 1505288.821 6.00 0.0220

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1505288.821 1505288.821 6.00 0.0220

Box Plot

Fit Plot for No Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: NCS No Context Statement

NCS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 611.25 611.25 0.00 0.9711
Error 24 10984013.26 457667.22    
Corrected Total 25 10984624.51      

Fit Statistics

R-Square Coeff Var Root MSE NCS Mean
0.000056 18.88955 676.5111 3581.404

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 611.2536630 611.2536630 0.00 0.9711

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 611.2536630 611.2536630 0.00 0.9711

Box Plot

Fit Plot for No Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: LCQ Low Context Question

LCQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 2739.167 2739.167 0.03 0.8539
Error 24 1896249.795 79010.408    
Corrected Total 25 1898988.962      

Fit Statistics

R-Square Coeff Var Root MSE LCQ Mean
0.001442 9.360356 281.0879 3002.962

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 2739.166896 2739.166896 0.03 0.8539

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 2739.166896 2739.166896 0.03 0.8539

Box Plot

Fit Plot for Low Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: LCE Low Context Exclamation

LCE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1363266.00 1363266.00 2.68 0.1149
Error 24 12225034.46 509376.44    
Corrected Total 25 13588300.46      

Fit Statistics

R-Square Coeff Var Root MSE LCE Mean
0.100326 22.45445 713.7061 3178.462

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1363266.000 1363266.000 2.68 0.1149

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1363266.000 1363266.000 2.68 0.1149

Box Plot

Fit Plot for Low Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: LCS Low Context Statement

LCS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1149074.111 1149074.111 5.82 0.0238
Error 24 4736699.774 197362.491    
Corrected Total 25 5885773.885      

Fit Statistics

R-Square Coeff Var Root MSE LCS Mean
0.195229 14.60478 444.2550 3041.846

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1149074.111 1149074.111 5.82 0.0238

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1149074.111 1149074.111 5.82 0.0238

Box Plot

Fit Plot for Low Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: CQ Context Question

CQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 84589.12 84589.12 0.19 0.6680
Error 24 10765220.42 448550.85    
Corrected Total 25 10849809.54      

Fit Statistics

R-Square Coeff Var Root MSE CQ Mean
0.007796 3.160983 669.7394 21187.69

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 84589.12179 84589.12179 0.19 0.6680

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 84589.12179 84589.12179 0.19 0.6680

Box Plot

Fit Plot for Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: CE Context Exclamation

CE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1544337.32 1544337.32 0.65 0.4290
Error 24 57257092.65 2385712.19    
Corrected Total 25 58801429.97      

Fit Statistics

R-Square Coeff Var Root MSE CE Mean
0.026264 7.813444 1544.575 19768.17

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1544337.322 1544337.322 0.65 0.4290

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1544337.322 1544337.322 0.65 0.4290

Box Plot

Fit Plot for Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Dependent Variable: CS Context Statement

CS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 7457360.88 7457360.88 3.24 0.0846
Error 24 55285552.40 2303564.68    
Corrected Total 25 62742913.28      

Fit Statistics

R-Square Coeff Var Root MSE CS Mean
0.118856 8.470359 1517.750 17918.37

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 7457360.880 7457360.880 3.24 0.0846

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 7457360.880 7457360.880 3.24 0.0846

Box Plot

Fit Plot for Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Repeated Measures Analysis

Level Information

Repeated Measures Level Information
Dependent Variable NCQ NCE NCS LCQ LCE LCS CQ CE CS
Level of Task 1 1 1 2 2 2 3 3 3
Level of SentenceType 1 2 3 1 2 3 1 2 3

MANOVA

Model

Task

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task Effect
H = Type III SSCP Matrix for Task
E = Error SSCP Matrix

S=1 M=0 N=10.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.00236827 4844.37 2 23 <.0001
Pillai's Trace 0.99763173 4844.37 2 23 <.0001
Hotelling-Lawley Trace 421.24945416 4844.37 2 23 <.0001
Roy's Greatest Root 421.24945416 4844.37 2 23 <.0001

Task*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*Language Effect
H = Type III SSCP Matrix for Task*Language
E = Error SSCP Matrix

S=1 M=0 N=10.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.96636780 0.40 2 23 0.6747
Pillai's Trace 0.03363220 0.40 2 23 0.6747
Hotelling-Lawley Trace 0.03480269 0.40 2 23 0.6747
Roy's Greatest Root 0.03480269 0.40 2 23 0.6747

MANOVA

Model

SentenceType

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType Effect
H = Type III SSCP Matrix for SentenceType
E = Error SSCP Matrix

S=1 M=0 N=10.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.13691919 72.49 2 23 <.0001
Pillai's Trace 0.86308081 72.49 2 23 <.0001
Hotelling-Lawley Trace 6.30357825 72.49 2 23 <.0001
Roy's Greatest Root 6.30357825 72.49 2 23 <.0001

SentenceType*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType*Language Effect
H = Type III SSCP Matrix for SentenceType*Language
E = Error SSCP Matrix

S=1 M=0 N=10.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.64450883 6.34 2 23 0.0064
Pillai's Trace 0.35549117 6.34 2 23 0.0064
Hotelling-Lawley Trace 0.55156913 6.34 2 23 0.0064
Roy's Greatest Root 0.55156913 6.34 2 23 0.0064

MANOVA

Model

Task*SentenceType

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*SentenceType Effect
H = Type III SSCP Matrix for Task*SentenceType
E = Error SSCP Matrix

S=1 M=1 N=9.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.06882851 71.03 4 21 <.0001
Pillai's Trace 0.93117149 71.03 4 21 <.0001
Hotelling-Lawley Trace 13.52886235 71.03 4 21 <.0001
Roy's Greatest Root 13.52886235 71.03 4 21 <.0001

Task*SentenceType*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*SentenceType*Language Effect
H = Type III SSCP Matrix for Task*SentenceType*Language
E = Error SSCP Matrix

S=1 M=1 N=9.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.85226097 0.91 4 21 0.4762
Pillai's Trace 0.14773903 0.91 4 21 0.4762
Hotelling-Lawley Trace 0.17334952 0.91 4 21 0.4762
Roy's Greatest Root 0.17334952 0.91 4 21 0.4762

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Tests of Hypotheses for Between Subjects Effects

Between Effects Tests

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 5923021.38 5923021.38 3.14 0.0892
Error 24 45296309.98 1887346.25    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

Task_N represents the contrast between the nth level of Task and the last

Contrast Variable: Task_1

Task_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 60689552176 60689552176 8954.98 <.0001
Language 1 5068807 5068807 0.75 0.3957
Error 24 162652412 6777184    

Contrast Variable: Task_2

Task_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 63774492213 63774492213 9691.10 <.0001
Language 1 2236481 2236481 0.34 0.5654
Error 24 157937502 6580729    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

SentenceType_N represents the contrast between the nth level of SentenceType and the last

Contrast Variable: SentenceType_1

SentenceType_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 262729948.5 262729948.5 108.88 <.0001
Language 1 15148538.5 15148538.5 6.28 0.0194
Error 24 57910186.9 2412924.5    

Contrast Variable: SentenceType_2

SentenceType_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 72459994.9 72459994.9 10.61 0.0033
Language 1 19834.9 19834.9 0.00 0.9575
Error 24 163858503.1 6827437.6    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

Task_N represents the contrast between the nth level of Task and the last

SentenceTyp_N represents the contrast between the nth level of SentenceType and the last

Contrast Variable: Task_1*SentenceTyp_1

Task_1*SentenceTyp_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 265167007.4 265167007.4 94.05 <.0001
Language 1 10728844.0 10728844.0 3.81 0.0629
Error 24 67667463.6 2819477.6    

Contrast Variable: Task_1*SentenceTyp_2

Task_1*SentenceTyp_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 115974187.5 115974187.5 24.08 <.0001
Language 1 7506114.2 7506114.2 1.56 0.2239
Error 24 115591079.9 4816295.0    

Contrast Variable: Task_2*SentenceTyp_1

Task_2*SentenceTyp_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 277978997.2 277978997.2 190.09 <.0001
Language 1 3600025.0 3600025.0 2.46 0.1297
Error 24 35095922.1 1462330.1    

Contrast Variable: Task_2*SentenceTyp_2

Task_2*SentenceTyp_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 73751875.36 73751875.36 24.13 <.0001
Language 1 2508245.93 2508245.93 0.82 0.3740
Error 24 73348013.10 3056167.21    

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

All Three Tasks

The GLM Procedure

Repeated Measures Analysis of Variance

Means of Within Subjects Effects

Means of Within Subjects Effects

Level of
Task		 N Mean Std Dev
1 78 3483.67308 623.353972
2 78 3074.42308 532.268553
3 78 19624.74359 1879.993584

Means of Within Subjects Effects

Level of
SentenceType		 N Mean Std Dev
1 78 9262.929487 8507.294747
2 78 8739.371795 7914.946695
3 78 8180.538462 7007.957961

Means of Within Subjects Effects

Level of
Task		 Level of
SentenceType		 N Mean Std Dev
1 1 26 3598.13462 621.300436
1 2 26 3271.48077 548.645122
1 3 26 3581.40385 662.861207
2 1 26 3002.96154 275.607617
2 2 26 3178.46154 737.246240
2 3 26 3041.84615 485.212279
3 1 26 21187.69231 658.780981
3 2 26 19768.17308 1533.641809
3 3 26 17918.36538 1584.208487

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

The GLM Procedure

Data

Class Levels

Class Level Information
Class Levels Values
Language 2 English Spanish

Number of Observations

Number of Observations Read 30
Number of Observations Used 29

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: NCQ No Context Question

Analysis of Variance

NCQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 259758.83 259758.83 0.67 0.4217
Error 27 10536091.17 390225.60    
Corrected Total 28 10795850.00      

Fit Statistics

R-Square Coeff Var Root MSE NCQ Mean
0.024061 17.09346 624.6804 3654.500

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 259758.8345 259758.8345 0.67 0.4217

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 259758.8345 259758.8345 0.67 0.4217

Box Plot

Fit Plot for No Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: NCE No Context Exclamation

NCE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 2097161.272 2097161.272 8.09 0.0084
Error 27 6995874.590 259106.466    
Corrected Total 28 9093035.862      

Fit Statistics

R-Square Coeff Var Root MSE NCE Mean
0.230634 15.29950 509.0250 3327.069

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 2097161.272 2097161.272 8.09 0.0084

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 2097161.272 2097161.272 8.09 0.0084

Box Plot

Fit Plot for No Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: NCS No Context Statement

NCS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 7771.35 7771.35 0.02 0.8967
Error 27 12222547.32 452686.94    
Corrected Total 28 12230318.67      

Fit Statistics

R-Square Coeff Var Root MSE NCS Mean
0.000635 18.85206 672.8201 3568.948

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 7771.349795 7771.349795 0.02 0.8967

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 7771.349795 7771.349795 0.02 0.8967

Box Plot

Fit Plot for No Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: LCQ Low Context Question

LCQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 23333.058 23333.058 0.31 0.5806
Error 27 2014319.632 74604.431    
Corrected Total 28 2037652.690      

Fit Statistics

R-Square Coeff Var Root MSE LCQ Mean
0.011451 9.156173 273.1381 2983.103

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 23333.05751 23333.05751 0.31 0.5806

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 23333.05751 23333.05751 0.31 0.5806

Box Plot

Fit Plot for Low Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: LCE Low Context Exclamation

LCE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1156704.24 1156704.24 2.34 0.1380
Error 27 13365175.47 495006.50    
Corrected Total 28 14521879.71      

Fit Statistics

R-Square Coeff Var Root MSE LCE Mean
0.079653 22.17223 703.5670 3173.190

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1156704.241 1156704.241 2.34 0.1380

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1156704.241 1156704.241 2.34 0.1380

Box Plot

Fit Plot for Low Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Dependent Variable: LCS Low Context Statement

LCS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1259311.244 1259311.244 6.66 0.0156
Error 27 5101652.290 188950.085    
Corrected Total 28 6360963.534      

Fit Statistics

R-Square Coeff Var Root MSE LCS Mean
0.197975 14.19184 434.6839 3062.914

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1259311.244 1259311.244 6.66 0.0156

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1259311.244 1259311.244 6.66 0.0156

Box Plot

Fit Plot for Low Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Repeated Measures Analysis

Level Information

Repeated Measures Level Information
Dependent Variable NCQ NCE NCS LCQ LCE LCS
Level of Task 1 1 1 2 2 2
Level of SentenceType 1 2 3 1 2 3

MANOVA

Model

Task

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task Effect
H = Type III SSCP Matrix for Task
E = Error SSCP Matrix

S=1 M=-0.5 N=12.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.50238440 26.74 1 27 <.0001
Pillai's Trace 0.49761560 26.74 1 27 <.0001
Hotelling-Lawley Trace 0.99050767 26.74 1 27 <.0001
Roy's Greatest Root 0.99050767 26.74 1 27 <.0001

Task*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*Language Effect
H = Type III SSCP Matrix for Task*Language
E = Error SSCP Matrix

S=1 M=-0.5 N=12.5
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.99940863 0.02 1 27 0.9004
Pillai's Trace 0.00059137 0.02 1 27 0.9004
Hotelling-Lawley Trace 0.00059172 0.02 1 27 0.9004
Roy's Greatest Root 0.00059172 0.02 1 27 0.9004

MANOVA

Model

SentenceType

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType Effect
H = Type III SSCP Matrix for SentenceType
E = Error SSCP Matrix

S=1 M=0 N=12
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.96744971 0.44 2 26 0.6504
Pillai's Trace 0.03255029 0.44 2 26 0.6504
Hotelling-Lawley Trace 0.03364546 0.44 2 26 0.6504
Roy's Greatest Root 0.03364546 0.44 2 26 0.6504

SentenceType*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType*Language Effect
H = Type III SSCP Matrix for SentenceType*Language
E = Error SSCP Matrix

S=1 M=0 N=12
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.79658325 3.32 2 26 0.0520
Pillai's Trace 0.20341675 3.32 2 26 0.0520
Hotelling-Lawley Trace 0.25536157 3.32 2 26 0.0520
Roy's Greatest Root 0.25536157 3.32 2 26 0.0520

MANOVA

Model

Task*SentenceType

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*SentenceType Effect
H = Type III SSCP Matrix for Task*SentenceType
E = Error SSCP Matrix

S=1 M=0 N=12
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.75009874 4.33 2 26 0.0238
Pillai's Trace 0.24990126 4.33 2 26 0.0238
Hotelling-Lawley Trace 0.33315782 4.33 2 26 0.0238
Roy's Greatest Root 0.33315782 4.33 2 26 0.0238

Task*SentenceType*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no Task*SentenceType*Language Effect
H = Type III SSCP Matrix for Task*SentenceType*Language
E = Error SSCP Matrix

S=1 M=0 N=12
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.79448186 3.36 2 26 0.0502
Pillai's Trace 0.20551814 3.36 2 26 0.0502
Hotelling-Lawley Trace 0.25868199 3.36 2 26 0.0502
Roy's Greatest Root 0.25868199 3.36 2 26 0.0502

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Tests of Hypotheses for Between Subjects Effects

Between Effects Tests

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 2554026.82 2554026.82 3.62 0.0677
Error 27 19026925.64 704700.95    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

Task_N represents the contrast between the nth level of Task and the last

Contrast Variable: Task_1

Task_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 51424759.09 51424759.09 26.74 <.0001
Language 1 30720.47 30720.47 0.02 0.9004
Error 27 51917577.73 1922873.25    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

SentenceType_N represents the contrast between the nth level of SentenceType and the last

Contrast Variable: SentenceType_1

SentenceType_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 2942.94 2942.94 0.00 0.9488
Language 1 458493.29 458493.29 0.65 0.4260
Error 27 18949400.02 701829.63    

Contrast Variable: SentenceType_2

SentenceType_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 577069.87 577069.87 0.43 0.5198
Language 1 2218981.53 2218981.53 1.64 0.2118
Error 27 36628385.16 1356606.86    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

Task_N represents the contrast between the nth level of Task and the last

SentenceTyp_N represents the contrast between the nth level of SentenceType and the last

Contrast Variable: Task_1*SentenceTyp_1

Task_1*SentenceTyp_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 681275.89 681275.89 1.13 0.2977
Language 1 3507240.03 3507240.03 5.81 0.0231
Error 27 16310873.42 604106.42    

Contrast Variable: Task_1*SentenceTyp_2

Task_1*SentenceTyp_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 3802001.19 3802001.19 5.16 0.0313
Language 1 2505894.29 2505894.29 3.40 0.0761
Error 27 19883329.26 736419.60    

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Two levels of task: No Context and Low Context

The GLM Procedure

Repeated Measures Analysis of Variance

Means of Within Subjects Effects

Means of Within Subjects Effects

Level of
Task		 N Mean Std Dev
1 87 3516.839080 626.8403950
2 87 3073.068966 522.1701929

Means of Within Subjects Effects

Level of
SentenceType		 N Mean Std Dev
1 58 3318.801724 582.9404587
2 58 3250.129310 648.3211623
3 58 3315.931034 625.5427149

Means of Within Subjects Effects

Level of
Task		 Level of
SentenceType		 N Mean Std Dev
1 1 29 3654.500000 620.9396681
1 2 29 3327.068966 569.8695296
1 3 29 3568.948276 660.9062683
2 1 29 2983.103448 269.7652875
2 2 29 3173.189655 720.1656483
2 3 29 3062.913793 476.6311667

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

The GLM Procedure

Data

Class Levels

Class Level Information
Class Levels Values
Language 2 English Spanish

Number of Observations

Number of Observations Read 30
Number of Observations Used 27

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Dependent Variable: CQ Context Question

Analysis of Variance

CQ

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 209608.00 209608.00 0.45 0.5076
Error 25 11596066.52 463842.66    
Corrected Total 26 11805674.52      

Fit Statistics

R-Square Coeff Var Root MSE CQ Mean
0.017755 3.208825 681.0600 21224.59

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 209608.0019 209608.0019 0.45 0.5076

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 209608.0019 209608.0019 0.45 0.5076

Box Plot

Fit Plot for Context Question by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Dependent Variable: CE Context Exclamation

CE

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1065156.09 1065156.09 0.45 0.5076
Error 25 58926649.32 2357065.97    
Corrected Total 26 59991805.41      

Fit Statistics

R-Square Coeff Var Root MSE CE Mean
0.017755 7.750248 1535.274 19809.35

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 1065156.091 1065156.091 0.45 0.5076

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 1065156.091 1065156.091 0.45 0.5076

Box Plot

Fit Plot for Context Exclamation by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Dependent Variable: CS Context Statement

CS

Overall ANOVA

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 8111216.90 8111216.90 3.66 0.0674
Error 25 55458958.07 2218358.32    
Corrected Total 26 63570174.96      

Fit Statistics

R-Square Coeff Var Root MSE CS Mean
0.127595 8.328184 1489.415 17884.04

Type I Model ANOVA

Source DF Type I SS Mean Square F Value Pr > F
Language 1 8111216.896 8111216.896 3.66 0.0674

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 8111216.896 8111216.896 3.66 0.0674

Box Plot

Fit Plot for Context Statement by Language

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Repeated Measures Analysis of Variance

Repeated Measures Analysis

Level Information

Repeated Measures Level Information
Dependent Variable CQ CE CS
Level of SentenceType 1 2 3

MANOVA

Model

SentenceType

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType Effect
H = Type III SSCP Matrix for SentenceType
E = Error SSCP Matrix

S=1 M=0 N=11
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.10978394 97.31 2 24 <.0001
Pillai's Trace 0.89021606 97.31 2 24 <.0001
Hotelling-Lawley Trace 8.10880011 97.31 2 24 <.0001
Roy's Greatest Root 8.10880011 97.31 2 24 <.0001

SentenceType*Language

Multivariate Tests

MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no SentenceType*Language Effect
H = Type III SSCP Matrix for SentenceType*Language
E = Error SSCP Matrix

S=1 M=0 N=11
Statistic Value F Value Num DF Den DF Pr > F
Wilks' Lambda 0.75868771 3.82 2 24 0.0364
Pillai's Trace 0.24131229 3.82 2 24 0.0364
Hotelling-Lawley Trace 0.31806538 3.82 2 24 0.0364
Roy's Greatest Root 0.31806538 3.82 2 24 0.0364

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Repeated Measures Analysis of Variance

Tests of Hypotheses for Between Subjects Effects

Between Effects Tests

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Language 1 3903941.16 3903941.16 1.55 0.2242
Error 25 62845922.92 2513836.92    

Summary

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Repeated Measures Analysis of Variance

Analysis of Variance of Contrast Variables

SentenceType_N represents the contrast between the nth level of SentenceType and the last

Contrast Variable: SentenceType_1

SentenceType_1

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 285043728.8 285043728.8 159.60 <.0001
Language 1 10928640.8 10928640.8 6.12 0.0205
Error 25 44649809.8 1785992.4    

Contrast Variable: SentenceType_2

SentenceType_2

Type III Model ANOVA

Source DF Type III SS Mean Square F Value Pr > F
Mean 1 94877536.67 94877536.67 23.92 <.0001
Language 1 3297695.56 3297695.56 0.83 0.3706
Error 25 99154280.02 3966171.20    

Ana's Perception Study: Reaction Time

Multivariate approach to repeated measures

Just the Context Task: Language by Sentence Type

The GLM Procedure

Repeated Measures Analysis of Variance

Means of Within Subjects Effects

Means of Within Subjects Effects

Level of
SentenceType		 N Mean Std Dev
1 27 21224.59259 673.843012
2 27 19809.35185 1519.005310
3 27 17884.03704 1563.651729