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/.