| Descriptives | |||||||
|---|---|---|---|---|---|---|---|
| group | A | B | |||||
| N | young | 15 | 15 | ||||
| old | 5 | 5 | |||||
| Mean | young | -0.257 | 0.693 | ||||
| old | 0.729 | 1.564 | |||||
| Within Subjects Effects | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sum of Squares | df | Mean Square | F | p | |||||||
| Condition | 5.977 | 1 | 5.977 | 11.049 | 0.004 | ||||||
| Condition ✻ group | 0.025 | 1 | 0.025 | 0.046 | 0.833 | ||||||
| Residual | 9.738 | 18 | 0.541 | ||||||||
| Note. Type 3 Sums of Squares | |||||||||||
| [3] | |||||||||||
| Between Subjects Effects | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sum of Squares | df | Mean Square | F | p | |||||||
| group | 6.463 | 1 | 6.463 | 2.070 | 0.167 | ||||||
| Residual | 56.191 | 18 | 3.122 | ||||||||
| Note. Type 3 Sums of Squares | |||||||||||
| Post Hoc Comparisons - Condition ✻ group | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Comparison | |||||||||||||||||||
| Condition | group | Condition | group | Mean Difference | SE | df | t | p | |||||||||||
| A | young | - | A | old | -0.986 | 0.699 | 24.057 | -1.411 | 0.171 | ||||||||||
| - | B | young | -0.950 | 0.269 | 18.000 | -3.538 | 0.002 | ||||||||||||
| - | B | old | -1.821 | 0.699 | 24.057 | -2.606 | 0.015 | ||||||||||||
| old | - | B | young | 0.036 | 0.699 | 24.057 | 0.051 | 0.960 | |||||||||||
| - | B | old | -0.835 | 0.465 | 18.000 | -1.795 | 0.089 | ||||||||||||
| B | young | - | B | old | -0.871 | 0.699 | 24.057 | -1.246 | 0.225 | ||||||||||
[4]
| Estimated Marginal Means - Condition | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||
| Condition | Mean | SE | Lower | Upper | |||||
| A | 0.004 | 0.310 | -0.634 | 0.641 | |||||
| B | 0.896 | 0.310 | 0.259 | 1.534 | |||||
| Estimated Marginal Means - group | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||
| group | Mean | SE | Lower | Upper | |||||
| young | -0.014 | 0.427 | -0.911 | 0.882 | |||||
| old | 0.914 | 0.427 | 0.018 | 1.811 | |||||
| Estimated Marginal Means - Condition ✻ group | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||
| group | Condition | Mean | SE | Lower | Upper | ||||||
| young | A | -0.489 | 0.447 | -1.418 | 0.440 | ||||||
| B | 0.461 | 0.447 | -0.468 | 1.390 | |||||||
| old | A | 0.497 | 0.486 | -0.499 | 1.492 | ||||||
| B | 1.332 | 0.486 | 0.336 | 2.328 | |||||||
[4]
| Model Info | |||
|---|---|---|---|
| Info | |||
| Estimate | Linear mixed model fit by REML | ||
| Call | Y ~ 1 + group2 + cond + group2:cond+( 1 | sub_id ) | ||
| AIC | 131.782 | ||
| BIC | 142.365 | ||
| LogLikel. | -60.116 | ||
| R-squared Marginal | 0.173 | ||
| R-squared Conditional | 0.756 | ||
| Converged | yes | ||
| Optimizer | bobyqa | ||
| [5] | |||
| Fixed Effect Omnibus tests | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| F | Num df | Den df | p | ||||||
| group2 | 2.070 | 1 | 18.000 | 0.167 | |||||
| cond | 11.049 | 1 | 18.000 | 0.004 | |||||
| group2 ✻ cond | 0.046 | 1 | 18.000 | 0.833 | |||||
| Note. Satterthwaite method for degrees of freedom | |||||||||
| Fixed Effects Parameter Estimates | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||||||||
| Names | Effect | Estimate | SE | Lower | Upper | df | t | p | |||||||||
| (Intercept) | (Intercept) | 0.682 | 0.323 | 0.050 | 1.314 | 18.000 | 2.115 | 0.049 | |||||||||
| group21 | old - young | 0.928 | 0.645 | -0.336 | 2.193 | 18.000 | 1.439 | 0.167 | |||||||||
| cond1 | B - A | 0.893 | 0.269 | 0.366 | 1.419 | 18.000 | 3.324 | 0.004 | |||||||||
| group21 ✻ cond1 | old - young ✻ B - A | -0.115 | 0.537 | -1.168 | 0.938 | 18.000 | -0.214 | 0.833 | |||||||||
| Random Components | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Groups | Name | SD | Variance | ICC | |||||
| sub_id | (Intercept) | 1.136 | 1.290 | 0.705 | |||||
| Residual | 0.736 | 0.541 | |||||||
| Note. Number of Obs: 40 , groups: sub_id 20 | |||||||||
| group2 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||
| group2 | Mean | SE | df | Lower | Upper | ||||||
| young | 0.218 | 0.323 | 18.000 | -0.460 | 0.896 | ||||||
| old | 1.146 | 0.559 | 18.000 | -0.028 | 2.320 | ||||||
| Note. Estimated means are estimated averaging across interacting variables | |||||||||||
| cond | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||
| cond | Mean | SE | df | Lower | Upper | ||||||
| A | 0.236 | 0.349 | 24.057 | -0.485 | 0.957 | ||||||
| B | 1.129 | 0.349 | 24.057 | 0.407 | 1.850 | ||||||
| Note. Estimated means are estimated averaging across interacting variables | |||||||||||
| cond:group2 | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||||
| cond | group2 | Mean | SE | df | Lower | Upper | |||||||
| A | young | -0.257 | 0.349 | 24.057 | -0.978 | 0.464 | |||||||
| B | young | 0.693 | 0.349 | 24.057 | -0.028 | 1.414 | |||||||
| A | old | 0.729 | 0.605 | 24.057 | -0.520 | 1.978 | |||||||
| B | old | 1.564 | 0.605 | 24.057 | 0.315 | 2.813 | |||||||
[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/.