P032a Stats Sheet

This is a document containing most of the summarative/inferential statistics and graphics for experiment 4 of P032a–the insight experiment. It has been written in a R markdown document and knitted into a html document. It also can be converted into a neat .pdf using LaTex libraries.

Experiment 1 - Pre-training & Training of Directional Movement

Phases 1A & 1B

1A was a fixed position pacman requiring a single peck; 1B was a variable position. Phases were combined for concision’s sake.

Phase 1A & 1B Information

1A Info

Subject	NumSessions
Athena	6
Herriot	6
Wario	6
Yoshi	3
Mario	2
Bowser	5
Estelle	6
Darwin	6

1B Info

Subject	NumSessions
Athena	6
Yoshi	3
Wario	6
Herriot	6
Mario	3
Bowser	6
Estelle	6
Darwin	4

1A & 1B Pecking accuracy

1A & 1B First Session Pecking Accuracy

Subject	PeckingAccuracy	SessionNum	MeanofAccuracy	SDofAccuracy
Athena	0.2008032	1	0.1653119	0.190109
Herriot	0.0102041	1	0.1653119	0.190109
Wario	0.3448276	1	0.1653119	0.190109
Yoshi	0.1362683	1	0.1653119	0.190109
Mario	0.0597976	1	0.1653119	0.190109
Bowser	0.0000000	1	0.1653119	0.190109
Estelle	0.5376344	1	0.1653119	0.190109
Darwin	0.0329598	1	0.1653119	0.190109

1A & 1B Terminal SessionPecking Accuracy

Subject	PeckingAccuracy	SessionNum	MeanofAccuracy	SDofAccuracy
Athena	0.2876106	12	0.2459685	0.1190898
Yoshi	0.0885559	6	0.2459685	0.1190898
Wario	0.3801170	12	0.2459685	0.1190898
Herriot	0.4452055	11	0.2459685	0.1190898
Mario	0.2166667	5	0.2459685	0.1190898
Bowser	0.1752022	8	0.2459685	0.1190898
Estelle	0.2210884	12	0.2459685	0.1190898
Darwin	0.1533019	10	0.2459685	0.1190898

## 
## Call:
## glm(formula = PeckingAccuracy ~ SessionNum, data = GLM_data)
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 0.0651088  0.0014490   44.93   <2e-16 ***
## SessionNum  0.0127145  0.0002494   50.98   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.01646209)
## 
##     Null deviance: 506.86  on 28192  degrees of freedom
## Residual deviance: 464.08  on 28191  degrees of freedom
## AIC: -35768
## 
## Number of Fisher Scoring iterations: 2

1A & 1B Trial Latency

1A & 1B First Session Trial Latencies

Subject	SessionNum	MeanTrialLatency	GroupMeanTrialLatency	sdMeanTrialLatency
Darwin	1	14.359184	25.78099	58.06994
Athena	1	2.822449	25.78099	58.06994
Bowser	1	1.883674	25.78099	58.06994
Mario	1	9.584375	25.78099	58.06994
Wario	1	5.467347	25.78099	58.06994
Estelle	1	1.571429	25.78099	58.06994
Herriot	1	169.050000	25.78099	58.06994
Yoshi	1	1.509484	25.78099	58.06994

1A & 1B First Session Trial Latencies

Subject	SessionNum	MeanTrialLatency	GroupMeanTrialLatency	sdMeanTrialLatency
Athena	11	1.989062	3.926687	2.377927
Yoshi	6	4.012422	3.926687	2.377927
Wario	12	7.676953	3.926687	2.377927
Estelle	12	6.500000	3.926687	2.377927
Herriot	10	1.292875	3.926687	2.377927
Bowser	7	1.407812	3.926687	2.377927
Darwin	10	3.367188	3.926687	2.377927
Mario	5	5.167187	3.926687	2.377927

No effect of the linear GLM across both 1A and 1B combined trial latency b/c of the multi-modal distribution (specifically a peak at the start of 1B)

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)   
## (Intercept)  15.2797     5.1496   2.967  0.00411 **
## SessionNum   -1.0987     0.8239  -1.334  0.18665   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 482.8051)
## 
##     Null deviance: 34655  on 71  degrees of freedom
## Residual deviance: 33796  on 70  degrees of freedom
## AIC: 653.23
## 
## Number of Fisher Scoring iterations: 2

Phases 1C & 1D

1C introduced a single cursor (no banana); 1D had four cursor options

Phase 1C & 1D Information

1C Info

Subject	NumSessions
Athena	11
Yoshi	10
Herriot	10
Wario	11
Mario	9
Bowser	11
Estelle	11
Darwin	11

1D Info

Subject	NumSessions
Athena	5
Herriot	5
Wario	5
Yoshi	5
Mario	5
Bowser	5
Estelle	5
Darwin	5

Phase 1C Trial Latency

1C First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Athena	1	-6.313823 secs	27.61323 secs	20.42041
Mario	1	50.585714 secs	27.61323 secs	20.42041
Wario	1	47.689500 secs	27.61323 secs	20.42041
Estelle	1	38.120000 secs	27.61323 secs	20.42041
Darwin	1	31.442857 secs	27.61323 secs	20.42041
Bowser	1	12.728125 secs	27.61323 secs	20.42041
Yoshi	1	19.040219 secs	27.61323 secs	20.42041

1C First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Mario	8	7.861905	6.660019	2.214958
Darwin	11	10.679688	6.660019	2.214958
Herriot	10	4.221578	6.660019	2.214958
Estelle	11	7.770313	6.660019	2.214958
Wario	11	7.420922	6.660019	2.214958
Bowser	11	5.876563	6.660019	2.214958
Yoshi	10	5.386687	6.660019	2.214958
Athena	11	4.062500	6.660019	2.214958

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  22.9810     2.5050   9.174 5.54e-14 ***
## SessionNum   -1.5072     0.3788  -3.978 0.000156 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 104.5912)
## 
##     Null deviance: 9709.0  on 78  degrees of freedom
## Residual deviance: 8053.5  on 77  degrees of freedom
## AIC: 595.52
## 
## Number of Fisher Scoring iterations: 2

Phase 1D Trial Latency

1D First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Athena	1	4.682812	7.994698	6.906775
Yoshi	1	3.628891	7.994698	6.906775
Wario	1	3.266781	7.994698	6.906775
Estelle	1	24.089189	7.994698	6.906775
Mario	1	8.998437	7.994698	6.906775
Herriot	1	4.774281	7.994698	6.906775
Bowser	1	5.017188	7.994698	6.906775
Darwin	1	9.500000	7.994698	6.906775

1D First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Herriot	5	5.352625	5.859545	1.629457
Yoshi	5	3.674297	5.859545	1.629457
Athena	5	4.176563	5.859545	1.629457
Bowser	4	7.812500	5.859545	1.629457
Wario	5	4.855688	5.859545	1.629457
Estelle	5	7.409375	5.859545	1.629457
Darwin	5	5.865625	5.859545	1.629457
Mario	5	7.729687	5.859545	1.629457

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)  
## (Intercept)    7.237      3.486   2.076   0.0449 *
## SessionNum     0.345      1.069   0.323   0.7487  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 86.70077)
## 
##     Null deviance: 3217.0  on 38  degrees of freedom
## Residual deviance: 3207.9  on 37  degrees of freedom
## AIC: 288.66
## 
## Number of Fisher Scoring iterations: 2

Phases 1E, 1F, 1F.Test, 1G, 1H, & 1H.Test

1E - Single cursor, one-move banana (no wrong choices)
1F - Multi cursor, one-move banana (punished choices)
1F.Test - Multi cursor, one-move banana (open task)
1G - Single cursor, two-move banana (no wrong choices)
1H - Multi cursor, two-move banana (punished choices)
1H.Test - Multi cursor, two-move banana (open task)

Phase 1E

Trial Latency only

1E Info

Subject	NumSessions
Athena	7
Wario	7
Yoshi	7
Herriot	6
Mario	8
Bowser	7
Estelle	7
Darwin	7

1E First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Athena	1	8.471875	10.83108	7.174714
Yoshi	1	4.829641	10.83108	7.174714
Wario	1	6.327422	10.83108	7.174714
Estelle	1	9.839063	10.83108	7.174714
Herriot	1	5.958016	10.83108	7.174714
Darwin	1	8.789062	10.83108	7.174714
Bowser	1	16.028125	10.83108	7.174714
Mario	1	26.405405	10.83108	7.174714

1E Terminal Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Athena	7	5.389062	5.890984	0.8899347
Herriot	6	5.638000	5.890984	0.8899347
Yoshi	7	5.006469	5.890984	0.8899347
Wario	7	4.987734	5.890984	0.8899347
Estelle	7	6.609375	5.890984	0.8899347
Bowser	6	6.229687	5.890984	0.8899347
Darwin	7	7.376563	5.890984	0.8899347

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  10.3963     1.0586   9.821 5.71e-13 ***
## SessionNum   -0.7610     0.2481  -3.067  0.00358 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 11.44669)
## 
##     Null deviance: 645.69  on 48  degrees of freedom
## Residual deviance: 537.99  on 47  degrees of freedom
## AIC: 262.46
## 
## Number of Fisher Scoring iterations: 2

Phase 1F

1F Info

Subject	NumSessions
Athena	6
Herriot	4
Yoshi	6
Wario	6
Bowser	6
Estelle	6
Darwin	6

Phase 1F Accuracy

1F First Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Athena	1	0.5000000	0.3989011	0.0650335
Wario	1	0.4307692	0.3989011	0.0650335
Herriot	1	0.2923077	0.3989011	0.0650335
Yoshi	1	0.4000000	0.3989011	0.0650335
Bowser	1	0.4307692	0.3989011	0.0650335
Estelle	1	0.3692308	0.3989011	0.0650335
Darwin	1	0.3692308	0.3989011	0.0650335

1F Terminal Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Athena	6	1.0000000	0.6457086	0.1770367
Yoshi	6	0.6465517	0.6457086	0.1770367
Herriot	4	0.4120879	0.6457086	0.1770367
Wario	6	0.6250000	0.6457086	0.1770367
Bowser	6	0.6410256	0.6457086	0.1770367
Estelle	6	0.5597015	0.6457086	0.1770367
Darwin	6	0.6355932	0.6457086	0.1770367

## 
## Call:
## glm(formula = SessionAccuracy ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  0.31720    0.05287   6.000 5.69e-07 ***
## SessionNum   0.05617    0.01393   4.032 0.000257 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.02204881)
## 
##     Null deviance: 1.19631  on 39  degrees of freedom
## Residual deviance: 0.83785  on 38  degrees of freedom
## AIC: -35.117
## 
## Number of Fisher Scoring iterations: 2

Phase 1F Trial Latency

1F First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Wario	1	26.71737	35.44849	9.60151
Estelle	1	40.92174	35.44849	9.60151
Athena	1	21.81176	35.44849	9.60151
Yoshi	1	30.64380	35.44849	9.60151
Darwin	1	43.36957	35.44849	9.60151
Herriot	1	48.67150	35.44849	9.60151
Bowser	1	36.00370	35.44849	9.60151

1F Terminal Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Wario	6	14.38180	20.71625	7.530634
Yoshi	6	15.33377	20.71625	7.530634
Estelle	6	30.95541	20.71625	7.530634
Darwin	6	18.99189	20.71625	7.530634
Herriot	4	32.10628	20.71625	7.530634
Athena	5	16.40000	20.71625	7.530634
Bowser	6	16.84459	20.71625	7.530634

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)
## (Intercept)   175.99     176.86   0.995    0.326
## SessionNum    -15.50      47.63  -0.325    0.747
## 
## (Dispersion parameter for gaussian family taken to be 240922.6)
## 
##     Null deviance: 8698735  on 37  degrees of freedom
## Residual deviance: 8673213  on 36  degrees of freedom
##   (1 observation deleted due to missingness)
## AIC: 582.69
## 
## Number of Fisher Scoring iterations: 2

Phase 1F.Test

1F.Test Info

Subject	NumSessions
Athena	2
Herriot	6
Wario	4
Yoshi	4
Bowser	2
Estelle	2
Darwin	2

1F.Test SAP

Subject	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Athena	0.000000	0.000000	2.369394	2.195533
Herriot	1.000000	0.000000	2.369394	2.195533
Wario	1.000000	0.000000	2.369394	2.195533
Yoshi	1.000000	0.000000	2.369394	2.195533
Bowser	3.023256	9.258353	2.369394	2.195533
Estelle	5.666667	11.415728	2.369394	2.195533
Darwin	4.895833	17.502769	2.369394	2.195533

Phase 1G

Trial Latency only

1G Info

Subject	NumSessions
Yoshi	5
Herriot	6
Wario	5
Bowser	2

1G First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Wario	1	21.52684	38.71551	18.43718
Yoshi	1	53.34177	38.71551	18.43718
Herriot	1	55.92041	38.71551	18.43718
Bowser	1	24.07302	38.71551	18.43718

1G Terminal Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Yoshi	5	19.37946	23.87431	8.985522
Wario	5	15.70862	23.87431	8.985522
Herriot	6	36.33614	23.87431	8.985522
Bowser	1	24.07302	23.87431	8.985522

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   36.833      6.806   5.412  7.2e-05 ***
## SessionNum    -2.743      1.974  -1.390    0.185    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 167.3948)
## 
##     Null deviance: 2834.1  on 16  degrees of freedom
## Residual deviance: 2510.9  on 15  degrees of freedom
## AIC: 139.16
## 
## Number of Fisher Scoring iterations: 2

Phase 1H

1H Info

Subject	NumSessions
Herriot	3
Bowser	3
Estelle	9
Darwin	9

Phase 1H Accuracy

1H First Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Herriot	1	0.6521739	0.4933854	0.1772077
Bowser	1	0.5769231	0.4933854	0.1772077
Estelle	1	0.2444444	0.4933854	0.1772077
Darwin	1	0.5000000	0.4933854	0.1772077

1H Terminal Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Herriot	3	0.5281690	0.5854101	0.1764911
Bowser	3	0.8426966	0.5854101	0.1764911
Estelle	9	0.5299145	0.5854101	0.1764911
Darwin	9	0.4408602	0.5854101	0.1764911

## 
## Call:
## glm(formula = SessionAccuracy ~ SessionNum, data = .)
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  0.502418   0.062435   8.047 5.35e-08 ***
## SessionNum  -0.009175   0.012508  -0.734    0.471    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.02573551)
## 
##     Null deviance: 0.58003  on 23  degrees of freedom
## Residual deviance: 0.56618  on 22  degrees of freedom
## AIC: -15.816
## 
## Number of Fisher Scoring iterations: 2

Phase 1H Trial Latency

1H First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Herriot	1	23.56318	45.6185	28.1989
Estelle	1	84.43333	45.6185	28.1989
Darwin	1	48.46515	45.6185	28.1989
Bowser	1	26.01233	45.6185	28.1989

1H Terminal Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Estelle	9	43.86198	41.64673	22.58449
Herriot	3	31.44345	41.64673	22.58449
Darwin	9	71.99658	41.64673	22.58449
Bowser	3	19.28493	41.64673	22.58449

## 
## Call:
## glm(formula = MeanTrialLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)
## (Intercept)  255.244    230.582   1.107     0.28
## SessionNum     9.458     46.193   0.205     0.84
## 
## (Dispersion parameter for gaussian family taken to be 351016.2)
## 
##     Null deviance: 7737071  on 23  degrees of freedom
## Residual deviance: 7722357  on 22  degrees of freedom
## AIC: 378.47
## 
## Number of Fisher Scoring iterations: 2

Phase 1H.Test

1H.Test Info

Subject	NumSessions
Wario	2
Yoshi	2
Herriot	2
Bowser	6
Estelle	13
Darwin	12

1H.Test SAP

Subject	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Wario	2.1136364	8.237051	4.539305	6.490016
Yoshi	6.2857143	21.512682	4.539305	6.490016
Herriot	17.0000000	39.496835	4.539305	6.490016
Bowser	0.9038961	3.776795	4.539305	6.490016
Estelle	0.4230769	4.001666	4.539305	6.490016
Darwin	0.5095057	2.952143	4.539305	6.490016

Phases 1I 1I.Test, & 1J

Phase 1I

1I Info

Subject	NumSessions
Yoshi	5
Herriot	10
Wario	3
Bowser	8
Estelle	7
Darwin	4

Phase 1I Accuracy

1I First Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Herriot	1	1.0000000	0.8261271	0.2022104
Yoshi	1	1.0000000	0.8261271	0.2022104
Wario	1	1.0000000	0.8261271	0.2022104
Bowser	1	0.6153846	0.8261271	0.2022104
Estelle	1	0.5681818	0.8261271	0.2022104
Darwin	1	0.7731959	0.8261271	0.2022104

1I Terminal Session Accuracy

Subject	SessionNum	SessionAccuracy	MeanSessionAccuracy	sdSessionAccuracy
Herriot	9	0.7075472	0.7605343	0.174102
Yoshi	5	0.5000000	0.7605343	0.174102
Wario	3	1.0000000	0.7605343	0.174102
Bowser	8	0.6666667	0.7605343	0.174102
Estelle	7	0.8269231	0.7605343	0.174102
Darwin	4	0.8620690	0.7605343	0.174102

## 
## Call:
## glm(formula = SessionAccuracy ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  0.88259    0.06374  13.846 1.55e-15 ***
## SessionNum  -0.02855    0.01417  -2.014   0.0519 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.0368813)
## 
##     Null deviance: 1.4036  on 35  degrees of freedom
## Residual deviance: 1.2540  on 34  degrees of freedom
## AIC: -12.696
## 
## Number of Fisher Scoring iterations: 2

Phase 1I Trial Latency

1I First Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Herriot	1	39.007000	18.61286	10.90992
Yoshi	1	15.636757	18.61286	10.90992
Wario	1	17.911880	18.61286	10.90992
Bowser	1	8.813875	18.61286	10.90992
Estelle	1	10.158213	18.61286	10.90992
Darwin	1	20.149413	18.61286	10.90992

1I Terminal Session Trial Latencies

Subject	SessionNum	MeanLatency	GroupMeanLatency	sdGroupLatency
Herriot	9	11.94008	13.72567	4.45174
Yoshi	5	7.61400	13.72567	4.45174
Wario	3	14.05649	13.72567	4.45174
Bowser	8	15.52750	13.72567	4.45174
Estelle	6	20.99988	13.72567	4.45174
Darwin	4	12.21607	13.72567	4.45174

## 
## Call:
## glm(formula = MeanLatency ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  16.9878     2.6410   6.432 3.12e-07 ***
## SessionNum   -0.2368     0.5981  -0.396    0.695    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 62.07861)
## 
##     Null deviance: 1996.2  on 33  degrees of freedom
## Residual deviance: 1986.5  on 32  degrees of freedom
## AIC: 240.79
## 
## Number of Fisher Scoring iterations: 2

Phase 1I.Test

1I.Test Info

Subject	NumSessions
Yoshi	6
Wario	6
Bowser	5

1I.Test SAP

Subject	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	1.2354571	4.988037	0.8416458	0.4024337
Wario	0.4311111	1.504533	0.8416458	0.4024337
Bowser	0.8583691	3.862020	0.8416458	0.4024337

Phase 1.J

1J Info

Subject	NumSessions
Wario	3
Herriot	2
Yoshi	6
Bowser	3
Estelle	6
Darwin	2

1I.Test SAP

Subject	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Wario	1.120000	3.493463	1.913916	0.4427863
Herriot	1.946667	3.735889	1.913916	0.4427863
Yoshi	2.109705	6.950536	1.913916	0.4427863
Bowser	1.737226	3.367819	1.913916	0.4427863
Estelle	2.329897	5.257379	1.913916	0.4427863
Darwin	2.240000	6.247340	1.913916	0.4427863

Experiment 2 - Barrier Navigation Training

Phase 2A & 2B

Single barrier with pacman left (2A) or right (2B)

2A Info

Subject	NumSessions
Wario	1
Herriot	5
Yoshi	2
Bowser	5
Estelle	14
Darwin	5

2A First Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Wario	1	0.4266667	1.002340	1.790725	1.786229
Herriot	1	1.7066667	2.860605	1.790725	1.786229
Yoshi	1	1.0400000	1.841269	1.790725	1.786229
Bowser	1	5.3333333	8.062258	1.790725	1.786229
Estelle	1	1.3043478	1.869244	1.790725	1.786229
Darwin	1	0.9333333	2.285875	1.790725	1.786229

2A Terminal Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Wario	1	0.4266667	1.0023396	1.500988	1.247939
Herriot	5	2.2933333	4.3208274	1.500988	1.247939
Yoshi	2	2.2133333	5.2871423	1.500988	1.247939
Bowser	5	0.4800000	1.1781800	1.500988	1.247939
Estelle	12	0.3333333	0.8164966	1.500988	1.247939
Darwin	5	3.2592593	6.9536520	1.500988	1.247939

## 
## Call:
## glm(formula = SAP ~ SessionNum, data = .)
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  1.409452   0.194854   7.233  7.6e-13 ***
## SessionNum  -0.002197   0.048881  -0.045    0.964    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 17.35798)
## 
##     Null deviance: 25169  on 1451  degrees of freedom
## Residual deviance: 25169  on 1450  degrees of freedom
## AIC: 8268.7
## 
## Number of Fisher Scoring iterations: 2

2B Info

Subject	NumSessions
Yoshi	5
Herriot	1
Wario	4
Bowser	2
Darwin	8

2B First Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	1	2.986667	5.726877	3.086595	1.208998
Herriot	1	2.933333	4.328826	3.086595	1.208998
Wario	1	5.093333	11.518696	3.086595	1.208998
Bowser	1	2.562500	2.651080	3.086595	1.208998
Darwin	1	1.857143	2.143223	3.086595	1.208998

2B Terminal Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	5	0.6666667	1.3288212	1.20064	0.9992731
Herriot	1	2.9333333	4.3288265	1.20064	0.9992731
Wario	3	0.7843137	1.6039168	1.20064	0.9992731
Bowser	2	1.1466667	1.7452122	1.20064	0.9992731
Darwin	8	0.4722222	0.9782454	1.20064	0.9992731

## 
## Call:
## glm(formula = SAP ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  3.24879    0.30648   10.60  < 2e-16 ***
## SessionNum  -0.44729    0.07543   -5.93 4.04e-09 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 31.07121)
## 
##     Null deviance: 35830  on 1119  degrees of freedom
## Residual deviance: 34738  on 1118  degrees of freedom
## AIC: 7031.1
## 
## Number of Fisher Scoring iterations: 2

Phase 2C & 2D

Double barrier with pacman left (2C) or right (2D)

2C Info

Subject	NumSessions
Wario	1
Yoshi	2
Herriot	2
Bowser	8
Estelle	1
Darwin	2

2C First Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	1	11.076923	21.515459	10.18048	7.812905
Herriot	1	9.946667	26.132662	10.18048	7.812905
Bowser	1	5.333333	9.327379	10.18048	7.812905
Estelle	1	2.000000	2.828427	10.18048	7.812905
Darwin	1	22.545455	52.383865	10.18048	7.812905

2C Terminal Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	2	4.6933333	9.948480	2.677333	1.425183
Herriot	2	2.6400000	4.449841	2.677333	1.425183
Bowser	7	0.8533333	2.282088	2.677333	1.425183
Estelle	1	2.0000000	2.828427	2.677333	1.425183
Darwin	2	3.2000000	8.121303	2.677333	1.425183

## 
## Call:
## glm(formula = SAP ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   9.4535     1.1503   8.219 1.25e-15 ***
## SessionNum   -1.5023     0.2875  -5.225 2.40e-07 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 243.0414)
## 
##     Null deviance: 154403  on 609  degrees of freedom
## Residual deviance: 147769  on 608  degrees of freedom
## AIC: 5086
## 
## Number of Fisher Scoring iterations: 2

2D Info

Subject	NumSessions
Herriot	3
Yoshi	3
Wario	1
Bowser	3
Darwin	6

2D First Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Herriot	1	6.750000	12.646560	5.648123	2.410636
Wario	1	3.306667	9.767532	5.648123	2.410636
Yoshi	1	6.000000	11.563489	5.648123	2.410636
Bowser	1	3.260870	6.907113	5.648123	2.410636
Darwin	1	8.923077	23.189299	5.648123	2.410636

2D Terminal Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Wario	1	3.306667	9.767532	3.053609	1.66238
Yoshi	3	1.493333	2.632301	3.053609	1.66238
Herriot	3	1.626667	3.199549	3.053609	1.66238
Bowser	3	3.241379	5.275653	3.053609	1.66238
Darwin	6	5.600000	8.315982	3.053609	1.66238

## 
## Call:
## glm(formula = SAP ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   4.1499     0.7368   5.632 2.78e-08 ***
## SessionNum   -0.4244     0.2955  -1.436    0.151    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 61.22922)
## 
##     Null deviance: 35517  on 579  degrees of freedom
## Residual deviance: 35390  on 578  degrees of freedom
## AIC: 4036.4
## 
## Number of Fisher Scoring iterations: 2

Phase 2 TEST

2 TEST Info

Subject	NumSessions
Herriot	7
Yoshi	5
Wario	8

2 TEST SAP

Subject	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Herriot	7.463035	19.281012	4.913464	2.253665
Yoshi	4.090090	8.027306	4.913464	2.253665
Wario	3.187266	14.783698	4.913464	2.253665

There was also a positive correlation between trial par and SAP

2 TEST By Par SAP

TrialPar	MeanSAP	sdSAP
2	2.227273	6.931102
3	2.751678	9.941658
4	3.020576	6.885995
5	4.519031	18.019101
6	5.825758	18.564038
7	5.422222	11.330557
8	8.285714	12.779974
9	11.800000	21.611725

## 
## Call:
## glm(formula = SAP ~ TrialPar, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  -0.6042     1.5354  -0.393 0.694028    
## TrialPar      1.0226     0.2992   3.417 0.000655 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 208.4205)
## 
##     Null deviance: 236282  on 1123  degrees of freedom
## Residual deviance: 233848  on 1122  degrees of freedom
## AIC: 9195.4
## 
## Number of Fisher Scoring iterations: 2

Experiment 3 - Portal Training

Only one phase type in which portals were

3 Info

Subject	NumSessions
Yoshi	9
Wario	8
Herriot	5

3 First Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Yoshi	1	10.666667	16.124516	6.574773	3.775356
Herriot	1	5.830986	18.687648	6.574773	3.775356
Wario	1	3.226667	5.834597	6.574773	3.775356

3 Terminal Session SAP

Subject	SessionNum	MeanSAP	sdSAP	GroupMeanSAP	GroupsdSAP
Herriot	5	1.8133333	3.466805	3.946667	4.698482
Wario	8	0.6933333	1.207783	3.946667	4.698482
Yoshi	9	9.3333333	24.291876	3.946667	4.698482

## 
## Call:
## glm(formula = SAP ~ SessionNum, data = .)
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  3.76507    0.40560   9.283  < 2e-16 ***
## SessionNum  -0.34871    0.08109  -4.300 1.83e-05 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 45.27644)
## 
##     Null deviance: 62866  on 1371  degrees of freedom
## Residual deviance: 62029  on 1370  degrees of freedom
## AIC: 9128.7
## 
## Number of Fisher Scoring iterations: 2

Experiment 4 - Insight Experiment

Phase 4A

Phase 4A Information

4A Info

Subject	InsightTrialType	NTrials	MeanSAP
Yoshi	7.1	3	15.666667
Herriot	7.1	13	10.000000
Wario	7.1	11	2.909091

4A first trial information

4A First Trial Completion Times (in seconds)

Subject	InsightTrialType	FirstTrialCompletion	MeanofFirstTrialCompletion	meanIRI
Yoshi	7.1	31.179	34.40767	1.2384400 secs
Herriot	7.1	35.344	34.40767	0.6715962 secs
Wario	7.1	36.700	34.40767	0.6527273 secs

4A First Trial SAP

Subject	InsightTrialType	FirstTrialSap	MeanofFirstTrialSap
Yoshi	7.1	2	4.666667
Herriot	7.1	4	4.666667
Wario	7.1	8	4.666667

Rest of 4A session information

4A Session-Wide Trial Duration (in seconds)

Subject	InsightTrialType	NTrials	MeanTrialDuration	MoMTrialDuration	sdTD
Yoshi	7.1	2	398.53500	82.86854	117.3662
Herriot	7.1	12	73.98958	82.86854	117.3662
Wario	7.1	10	30.39000	82.86854	117.3662

4A Session-Wide IRIs (in seconds)

Subject	InsightTrialType	NTrials	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.1	2	2.3511368 secs	1.082858 secs	0.4089411
Herriot	7.1	12	1.0805156 secs	1.082858 secs	0.4089411
Wario	7.1	10	0.8320142 secs	1.082858 secs	0.4089411

4A Session-Wide SAP

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP
Yoshi	7.1	2	22.5	8.125	8.237309
Herriot	7.1	12	10.5	8.125	8.237309
Wario	7.1	10	2.4	8.125	8.237309

4A GLMs

4A GLM for SAP

## 
## Call:
## glm(formula = TrialSap ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)   
## (Intercept)       9.7942     2.9622   3.306  0.00286 **
## KeyTrialCounter  -0.3402     0.4206  -0.809  0.42634   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 62.80461)
## 
##     Null deviance: 1611.2  on 26  degrees of freedom
## Residual deviance: 1570.1  on 25  degrees of freedom
## AIC: 192.33
## 
## Number of Fisher Scoring iterations: 2

4A GLM for Trial Completion Time

## 
## Call:
## glm(formula = TrialDuration ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)  
## (Intercept)      108.640     41.867   2.595   0.0156 *
## KeyTrialCounter   -5.161      5.945  -0.868   0.3936  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 12545.85)
## 
##     Null deviance: 323100  on 26  degrees of freedom
## Residual deviance: 313646  on 25  degrees of freedom
## AIC: 335.35
## 
## Number of Fisher Scoring iterations: 2

4A GLM for Inter-Response Intervals

## 
## Call:
## glm(formula = MeanTrialIRI ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     1.021495   0.203274   5.025 3.49e-05 ***
## KeyTrialCounter 0.005957   0.028865   0.206    0.838    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.2957523)
## 
##     Null deviance: 7.4064  on 26  degrees of freedom
## Residual deviance: 7.3938  on 25  degrees of freedom
## AIC: 47.652
## 
## Number of Fisher Scoring iterations: 2

Phase 4B

Phase 4B Information

4B Info

Subject	InsightTrialType	NTrials	MeanSAP
Yoshi	7.2	4	4.000000
Herriot	7.2	12	4.666667
Wario	7.2	16	2.875000

4B first trial information

4B First Trial Completion Times (in seconds)

Subject	InsightTrialType	FirstTrialCompletion	MeanofFirstTrialCompletion	meanIRI
Yoshi	7.2	62.492	49.56	1.6881351 secs
Herriot	7.2	75.088	49.56	0.8525479 secs
Wario	7.2	11.100	49.56	0.4120000 secs

4B First Trial SAP

Subject	InsightTrialType	FirstTrialSap	MeanofFirstTrialSap
Yoshi	7.2	2	5.333333
Herriot	7.2	14	5.333333
Wario	7.2	0	5.333333

Rest of 4B session information

4B Session-Wide Trial Duration (in seconds)

Subject	InsightTrialType	NTrials	MeanTrialDuration	MoMTrialDuration	sdTD
Yoshi	7.2	4	48.83100	34.93331	15.5417
Herriot	7.2	12	36.56183	34.93331	15.5417
Wario	7.2	16	30.23750	34.93331	15.5417

4B Session-Wide IRIs (in seconds)

Subject	InsightTrialType	NTrials	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.2	4	0.9440937 secs	0.7187314 secs	0.103001
Herriot	7.2	12	0.7543991 secs	0.7187314 secs	0.103001
Wario	7.2	16	0.6356401 secs	0.7187314 secs	0.103001

4B Session-Wide SAP

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP
Yoshi	7.2	4	4.000000	3.6875	3.136029
Herriot	7.2	12	4.666667	3.6875	3.136029
Wario	7.2	16	2.875000	3.6875	3.136029

4B GLMs

4B GLM for SAP

## 
## Call:
## glm(formula = TrialSap ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)       5.0000     1.0281   4.864 3.42e-05 ***
## KeyTrialCounter  -0.1875     0.1247  -1.504    0.143    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 9.45)
## 
##     Null deviance: 304.88  on 31  degrees of freedom
## Residual deviance: 283.50  on 30  degrees of freedom
## AIC: 166.62
## 
## Number of Fisher Scoring iterations: 2

4B GLM for Trial Completion Time

## 
## Call:
## glm(formula = TrialDuration ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      47.6053     4.5263  10.518 1.39e-11 ***
## KeyTrialCounter  -1.8103     0.5489  -3.298  0.00251 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 183.1798)
## 
##     Null deviance: 7487.9  on 31  degrees of freedom
## Residual deviance: 5495.4  on 30  degrees of freedom
## AIC: 261.48
## 
## Number of Fisher Scoring iterations: 2

4B GLM for Inter-Response Intervals

## 
## Call:
## glm(formula = MeanTrialIRI ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      0.87945    0.08511  10.333 2.12e-11 ***
## KeyTrialCounter -0.02296    0.01032  -2.225   0.0338 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.06476478)
## 
##     Null deviance: 2.2635  on 31  degrees of freedom
## Residual deviance: 1.9429  on 30  degrees of freedom
## AIC: 7.163
## 
## Number of Fisher Scoring iterations: 2

Phase 4C

Phase 4C Information

4C Info

Subject	InsightTrialType	NTrials	MeanSAP
Yoshi	7.3	2	2.000000
Herriot	7.3	12	3.166667
Wario	7.3	16	4.437500

4C first trial information

4C First Trial Completion Times (in seconds)

Subject	InsightTrialType	FirstTrialCompletion	MeanofFirstTrialCompletion	meanIRI
Yoshi	7.3	49.455	52.59167	0.9095714 secs
Herriot	7.3	41.920	52.59167	0.8171600 secs
Wario	7.3	66.400	52.59167	0.8706667 secs

4C First Trial SAP

Subject	InsightTrialType	FirstTrialSap	MeanofFirstTrialSap
Yoshi	7.3	2	4.666667
Herriot	7.3	4	4.666667
Wario	7.3	8	4.666667

Rest of 4C session information

4C Session-Wide Trial Duration (in seconds)

Subject	InsightTrialType	NTrials	MeanTrialDuration	MoMTrialDuration	sdTD
Yoshi	7.3	2	53.23050	45.47867	26.76099
Herriot	7.3	12	39.29992	45.47867	26.76099
Wario	7.3	16	49.14375	45.47867	26.76099

4C Session-Wide IRIs (in seconds)

Subject	InsightTrialType	NTrials	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.3	2	0.8338757 secs	0.9812891 secs	0.1453817
Herriot	7.3	12	0.8275926 secs	0.9812891 secs	0.1453817
Wario	7.3	16	1.1149880 secs	0.9812891 secs	0.1453817

4C Session-Wide SAP

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP
Yoshi	7.3	2	2.000000	3.766667	4.825817
Herriot	7.3	12	3.166667	3.766667	4.825817
Wario	7.3	16	4.437500	3.766667	4.825817

4C GLMs

4C GLM for SAP

## 
## Call:
## glm(formula = TrialSap ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)       6.2721     1.6333   3.840 0.000644 ***
## KeyTrialCounter  -0.3464     0.1929  -1.796 0.083337 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 21.62928)
## 
##     Null deviance: 675.37  on 29  degrees of freedom
## Residual deviance: 605.62  on 28  degrees of freedom
## AIC: 181.29
## 
## Number of Fisher Scoring iterations: 2

4C GLM for Trial Completion Time

## 
## Call:
## glm(formula = TrialDuration ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)       61.541      8.880   6.930 1.56e-07 ***
## KeyTrialCounter   -2.221      1.049  -2.117   0.0432 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 639.3493)
## 
##     Null deviance: 20768  on 29  degrees of freedom
## Residual deviance: 17902  on 28  degrees of freedom
## AIC: 282.88
## 
## Number of Fisher Scoring iterations: 2

4C GLM for Inter-Response Intervals

## 
## Call:
## glm(formula = MeanTrialIRI ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      0.83130    0.10488   7.926 1.24e-08 ***
## KeyTrialCounter  0.02074    0.01239   1.674    0.105    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.08919294)
## 
##     Null deviance: 2.7474  on 29  degrees of freedom
## Residual deviance: 2.4974  on 28  degrees of freedom
## AIC: 16.558
## 
## Number of Fisher Scoring iterations: 2

Phase 4D

Phase 4D Information

4D Info

Subject	InsightTrialType	NTrials	MeanSAP
Yoshi	7.4	8	10.50000
Herriot	7.4	10	23.50000
Wario	7.4	11	14.36364

4D first trial information

4D First Trial Completion Times (in seconds)

Subject	InsightTrialType	FirstTrialCompletion	MeanofFirstTrialCompletion	meanIRI
Yoshi	7.4	277.346	116.938	1.1321526 secs
Herriot	7.4	48.068	116.938	0.4819255 secs
Wario	7.4	25.400	116.938	0.4314815 secs

4D First Trial SAP

Subject	InsightTrialType	FirstTrialSap	MeanofFirstTrialSap
Yoshi	7.4	35	17
Herriot	7.4	9	17
Wario	7.4	7	17

4D second trial information

4D Second Trial Completion Times (in seconds)

Subject	InsightTrialType	SecondTrialCompletion	MeanofSecondTrialCompletion	meanIRI
Yoshi	7.4	47.737	73.254	1.0153721 secs
Herriot	7.4	59.925	73.254	0.5835152 secs
Wario	7.4	112.100	73.254	0.9785714 secs

4D Second Trial SAP

Subject	InsightTrialType	SecondTrialSap	MeanofSecondTrialSap
Yoshi	7.4	1	16.66667
Herriot	7.4	20	16.66667
Wario	7.4	29	16.66667

Rest of 4D session information

4D Session-Wide Trial Duration (in seconds)

Subject	InsightTrialType	NTrials	MeanTrialDuration	MoMTrialDuration	sdTD
Yoshi	7.4	8	106.1730	111.1993	198.2741
Herriot	7.4	10	111.4996	111.1993	198.2741
Wario	7.4	11	114.5818	111.1993	198.2741

4D Session-Wide IRIs (in seconds)

Subject	InsightTrialType	NTrials	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.4	8	0.9553153 secs	0.8440711 secs	0.0907274
Herriot	7.4	10	0.7316108 secs	0.8440711 secs	0.0907274
Wario	7.4	11	0.8654029 secs	0.8440711 secs	0.0907274

4D Session-Wide SAP

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP
Yoshi	7.4	8	10.50000	16.44828	28.53267
Herriot	7.4	10	23.50000	16.44828	28.53267
Wario	7.4	11	14.36364	16.44828	28.53267

4D Portal Entrance Ratios

4D Percentage of Trials w/ Portal Use

Subject	InsightTrialType	PortalAccessRate	AvgPortalAccessRate
Yoshi	7.4	0.2500000	0.2439394
Herriot	7.4	0.3000000	0.2439394
Wario	7.4	0.1818182	0.2439394

4D - Performance in Trials w/ Portal Use

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP	MeanTrialDuration	MoMTrialDuration	sdTD	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.4	2	29.0	50.83333	7.549834	216.4965	336.5269	113.505	1.0316612 secs	1.178843 secs	0.5037769
Herriot	7.4	3	58.0	50.83333	7.549834	267.0343	336.5269	113.505	0.7650486 secs	1.178843 secs	0.5037769
Wario	7.4	2	65.5	50.83333	7.549834	526.0500	336.5269	113.505	1.7398190 secs	1.178843 secs	0.5037769

4D - Performance in Trials w/o Portal Use

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP	MeanTrialDuration	MoMTrialDuration	sdTD	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.4	6	4.333333	5.349206	4.163332	69.39850	45.79493	12.99288	0.9298666 secs	0.7727451 secs	0.1380175
Herriot	7.4	7	8.714286	5.349206	4.163332	44.84186	45.79493	12.99288	0.7172803 secs	0.7727451 secs	0.1380175
Wario	7.4	9	3.000000	5.349206	4.163332	23.14444	45.79493	12.99288	0.6710882 secs	0.7727451 secs	0.1380175

4D GLMs

4D GLM for SAP

## 
## Call:
## glm(formula = TrialSap ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)
## (Intercept)      13.4740    11.3875   1.183    0.247
## KeyTrialCounter   0.5494     1.8532   0.296    0.769
## 
## (Dispersion parameter for gaussian family taken to be 841.5264)
## 
##     Null deviance: 22795  on 28  degrees of freedom
## Residual deviance: 22721  on 27  degrees of freedom
## AIC: 281.55
## 
## Number of Fisher Scoring iterations: 2

4D GLM for Trial Completion Time

## 
## Call:
## glm(formula = TrialDuration ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)
## (Intercept)     114.9027    79.2565   1.450    0.159
## KeyTrialCounter  -0.6841    12.8981  -0.053    0.958
## 
## (Dispersion parameter for gaussian family taken to be 40764.4)
## 
##     Null deviance: 1100753  on 28  degrees of freedom
## Residual deviance: 1100639  on 27  degrees of freedom
## AIC: 394.08
## 
## Number of Fisher Scoring iterations: 2

4D GLM for Inter-Response Intervals

## 
## Call:
## glm(formula = MeanTrialIRI ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)       0.9372     0.1880   4.985 3.17e-05 ***
## KeyTrialCounter  -0.0172     0.0306  -0.562    0.579    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.2293823)
## 
##     Null deviance: 6.2658  on 28  degrees of freedom
## Residual deviance: 6.1933  on 27  degrees of freedom
## AIC: 43.528
## 
## Number of Fisher Scoring iterations: 2

Phase 4E

Phase 4E Information

4E Info

Subject	InsightTrialType	NTrials	MeanSAP
Yoshi	7.5	2	5.000000
Herriot	7.5	10	2.300000
Wario	7.5	17	1.411765

4E first trial information

4E First Trial Completion Times (in seconds)

Subject	InsightTrialType	FirstTrialCompletion	MeanofFirstTrialCompletion	meanIRI
Yoshi	7.5	46.071	29.83433	0.8838511 secs
Herriot	7.5	27.532	29.83433	1.0694167 secs
Wario	7.5	15.900	29.83433	0.5192308 secs

4E First Trial SAP

Subject	InsightTrialType	FirstTrialSap	MeanofFirstTrialSap
Yoshi	7.5	2	0.6666667
Herriot	7.5	0	0.6666667
Wario	7.5	0	0.6666667

Rest of 4E session information

4E Session-Wide Trial Duration (in seconds)

Subject	InsightTrialType	NTrials	MeanTrialDuration	MoMTrialDuration	sdTD
Yoshi	7.5	2	57.84450	30.87934	18.00843
Herriot	7.5	10	37.37120	30.87934	18.00843
Wario	7.5	17	23.88824	30.87934	18.00843

4E Session-Wide IRIs (in seconds)

Subject	InsightTrialType	NTrials	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.5	2	0.8716157 secs	0.8915016 secs	0.2366488
Herriot	7.5	10	1.2071038 secs	0.8915016 secs	0.2366488
Wario	7.5	17	0.7081928 secs	0.8915016 secs	0.2366488

4E Session-Wide SAP

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP
Yoshi	7.5	2	5.000000	1.965517	3.55048
Herriot	7.5	10	2.300000	1.965517	3.55048
Wario	7.5	17	1.411765	1.965517	3.55048

Portal-Dependent info

4E Percentage of Trials w/ Portal Use

Subject	InsightTrialType	PortalAccessRate	AvgPortalAccessRate
Yoshi	7.5	1.0000000	0.7960784
Herriot	7.5	0.8000000	0.7960784
Wario	7.5	0.5882353	0.7960784

4E - Performance in Trials w/ Portal Use

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP	MeanTrialDuration	MoMTrialDuration	sdTD	MeanIRI	MoMIRI	sdMeanIRI
Yoshi	7.5	2	5.0	2.5	1.1547	57.8445	36.20517	15.2167	0.8716157 secs	0.8396238 secs	0.1038873
Herriot	7.5	8	2.5	2.5	1.1547	31.6910	36.20517	15.2167	0.9237526 secs	0.8396238 secs	0.1038873
Wario	7.5	10	0.0	2.5	1.1547	19.0800	36.20517	15.2167	0.7235031 secs	0.8396238 secs	0.1038873

4E - Performance in Trials w/o Portal Use

Subject	InsightTrialType	NTrials	MeanSAP	MoMSAP	sdSAP	MeanTrialDuration	MoMTrialDuration	sdTD	MeanIRI	MoMIRI	sdMeanIRI
Herriot	7.5	2	1.500000	2.464286	2.828427	60.09200	45.42457	4.830953	2.3405089 secs	1.513415 secs	1.169687
Wario	7.5	7	3.428571	2.464286	2.828427	30.75714	45.42457	4.830953	0.6863209 secs	1.513415 secs	1.169687

4E GLMs

4E GLM for SAP

## 
## Call:
## glm(formula = TrialSap ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)   
## (Intercept)       3.9525     1.1512   3.433  0.00194 **
## KeyTrialCounter  -0.2731     0.1329  -2.054  0.04973 * 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 11.30553)
## 
##     Null deviance: 352.97  on 28  degrees of freedom
## Residual deviance: 305.25  on 27  degrees of freedom
## AIC: 156.56
## 
## Number of Fisher Scoring iterations: 2

4E GLM for Trial Completion Time

## 
## Call:
## glm(formula = TrialDuration ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      40.8353     5.8501   6.980 1.67e-07 ***
## KeyTrialCounter  -1.3683     0.6755  -2.026   0.0528 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 291.947)
## 
##     Null deviance: 9080.5  on 28  degrees of freedom
## Residual deviance: 7882.6  on 27  degrees of freedom
## AIC: 250.85
## 
## Number of Fisher Scoring iterations: 2

4E GLM for Inter-Response Intervals

## 
## Call:
## glm(formula = MeanTrialIRI ~ KeyTrialCounter, data = GLM_data)
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      0.97657    0.23131   4.222 0.000246 ***
## KeyTrialCounter -0.01169    0.02671  -0.438 0.665074    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 0.4564396)
## 
##     Null deviance: 12.411  on 28  degrees of freedom
## Residual deviance: 12.324  on 27  degrees of freedom
## AIC: 63.481
## 
## Number of Fisher Scoring iterations: 2