Table 5.
Outcomes of linear mixed-effects modeling with Satterthwaite’s approximation for small sample size, examining the influence of Task and RSI on the Hurst exponent, Ĥ, estimated using the HK method for the RT time series of length N = 32, 64, 128, 256, 512, 983.
Mean Sq | Sum Sq | DF | F | P * | |
---|---|---|---|---|---|
N = 32 | |||||
Task | 0.228 | 0.114 | 2,36 | 11.634 | < 0.001 |
RSI | 0.031 | 0.031 | 1,36 | 3.202 | 0.082 |
Task × RSI | 0.232 | 0.116 | 2,36 | 11.840 | < 0.001 |
N = 64 | |||||
Task | 0.226 | 0.113 | 2,36 | 11.913 | < 0.001 |
RSI | 0.005 | 0.005 | 1,36 | 0.554 | 0.462 |
Task × RSI | 0.257 | 0.128 | 2,36 | 13.501 | < 0.001 |
N = 128 | |||||
Task | 0.145 | 0.073 | 2,36 | 9.826 | < 0.001 |
RSI | 0.022 | 0.022 | 1,36 | 3.039 | 0.090 |
Task × RSI | 0.318 | 0.159 | 2,36 | 21.538 | < 0.001 |
N = 256 | |||||
Task | 0.061 | 0.030 | 2,36 | 5.985 | 0.006 |
RSI | 0.012 | 0.012 | 1,36 | 2.342 | 0.135 |
Task × RSI | 0.258 | 0.129 | 2,36 | 25.337 | < 0.001 |
N = 512 | |||||
Task | 0.088 | 0.044 | 2,30 | 10.154 | < 0.001 |
RSI | 0.002 | 0.002 | 1,30 | 0.470 | 0.498 |
Task × | 0.181 | 0.091 | 2,30 | 20.990 | < 0.001 |
N = 1020 | |||||
Task | 0.088 | 0.044 | 2,36 | 14.371 | < 0.001 |
RSI | 0.001 | 0.001 | 1,36 | 0.414 | 0.5241 |
Task × RSI | 0.164 | 0.082 | 2,36 | 26.747 | < 0.001 |
Boldfaced values indicate significant differences at the two-tailed alpha of 0.05.