Results

Descriptives

Descriptives
 groupAB
Nyoung1515
 old55
Meanyoung-0.2570.693
 old0.7291.564

 

Repeated Measures ANOVA

Within Subjects Effects
 Sum of SquaresdfMean SquareFp
Condition5.97715.97711.0490.004
Condition ✻ group0.02510.0250.0460.833
Residual9.738180.541  
Note. Type 3 Sums of Squares
[3]

 

Between Subjects Effects
 Sum of SquaresdfMean SquareFp
group6.46316.4632.0700.167
Residual56.191183.122  
Note. Type 3 Sums of Squares

 

Post Hoc Tests

Post Hoc Comparisons - Condition ✻ group
Comparison
Conditiongroup ConditiongroupMean DifferenceSEdftp
Ayoung-Aold-0.9860.69924.057-1.4110.171
  -Byoung-0.9500.26918.000-3.5380.002
  -Bold-1.8210.69924.057-2.6060.015
 old-Byoung0.0360.69924.0570.0510.960
  -Bold-0.8350.46518.000-1.7950.089
Byoung-Bold-0.8710.69924.057-1.2460.225

 

[4]

Estimated Marginal Means

Condition

Estimated Marginal Means - Condition
95% Confidence Interval
ConditionMeanSELowerUpper
A0.0040.310-0.6340.641
B0.8960.3100.2591.534

 

group

Estimated Marginal Means - group
95% Confidence Interval
groupMeanSELowerUpper
young-0.0140.427-0.9110.882
old0.9140.4270.0181.811

 

Condition ✻ group

Estimated Marginal Means - Condition ✻ group
95% Confidence Interval
groupConditionMeanSELowerUpper
youngA-0.4890.447-1.4180.440
 B0.4610.447-0.4681.390
oldA0.4970.486-0.4991.492
 B1.3320.4860.3362.328

 

[4]

Mixed Model

Model Info
Info 
EstimateLinear mixed model fit by REML
CallY ~ 1 + group2 + cond + group2:cond+( 1 | sub_id )
AIC131.782
BIC142.365
LogLikel.-60.116
R-squared Marginal0.173
R-squared Conditional0.756
Convergedyes
Optimizerbobyqa
[5]

 

Model Results

Fixed Effect Omnibus tests
 FNum dfDen dfp
group22.070118.0000.167
cond11.049118.0000.004
group2 ✻ cond0.046118.0000.833
Note. Satterthwaite method for degrees of freedom

 

Fixed Effects Parameter Estimates
95% Confidence Interval
NamesEffectEstimateSELowerUpperdftp
(Intercept)(Intercept)0.6820.3230.0501.31418.0002.1150.049
group21old - young0.9280.645-0.3362.19318.0001.4390.167
cond1B - A0.8930.2690.3661.41918.0003.3240.004
group21 ✻ cond1old - young ✻ B - A-0.1150.537-1.1680.93818.000-0.2140.833

 

Random Components
GroupsNameSDVarianceICC
sub_id(Intercept)1.1361.2900.705
Residual 0.7360.541 
Note. Number of Obs: 40 , groups: sub_id 20

 

Estimated Marginal Means

group2
95% Confidence Interval
group2MeanSEdfLowerUpper
young0.2180.32318.000-0.4600.896
old1.1460.55918.000-0.0282.320
Note. Estimated means are estimated averaging across interacting variables

 

cond
95% Confidence Interval
condMeanSEdfLowerUpper
A0.2360.34924.057-0.4850.957
B1.1290.34924.0570.4071.850
Note. Estimated means are estimated averaging across interacting variables

 

cond:group2
95% Confidence Interval
condgroup2MeanSEdfLowerUpper
Ayoung-0.2570.34924.057-0.9780.464
Byoung0.6930.34924.057-0.0281.414
Aold0.7290.60524.057-0.5201.978
Bold1.5640.60524.0570.3152.813

 

References

[1] The jamovi project (2021). jamovi. (Version 1.6) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2020). R: A Language and environment for statistical computing. (Version 4.0) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2020-08-24).

[3] Singmann, H. (2018). afex: Analysis of Factorial Experiments. [R package]. Retrieved from https://cran.r-project.org/package=afex.

[4] Lenth, R. (2020). emmeans: Estimated Marginal Means, aka Least-Squares Means. [R package]. Retrieved from https://cran.r-project.org/package=emmeans.

[5] Gallucci, M. (2019). GAMLj: General analyses for linear models. [jamovi module]. Retrieved from https://gamlj.github.io/.