Table 3.
Summary of individual model attributes. Model Order (number of autoregressive terms); Autocorrelation Lags (maximum sample lags used in calculation); Epochs (to remedy non-stationarity assumptions in two time series, data was epoched, standardized, and linearly detrended); Mean MCD (mean causal density) MCD values mathematically allow for averaging, hence values were averaged across individual MCDs for each paired time-series comparison; and Harmonic mean p-values tested against FDR-corrected αadj = 0.0292. Grand Mean MCD Harmonic Mean p-value tested against FDR-adjusted αadj = 0.0275.
| Model Order |
A.C. Lags |
Epochs | Mean MCD | Harmonic Mean (p-Value) |
|
|---|---|---|---|---|---|
| P1 | 17 | 7052 | 1 | 0.0002 | 0.49 |
| P2 | 63 | 20,000 | 1 | 0.0090 | 0.00020 |
| P3 | 50 | 10,000 | 41 | 0.0023 | 0.00015 |
| P4 | 15 | 3144 | 20 | 0.0061 | 0.00012 |
| P5 | 17 | 10,000 | 1 | 0.0480 | 0.00005 |
| P6 | 12 | 10,000 | 1 | 0.0093 | 0.00020 |
| P7 | 40 | 10,000 | 1 | 0.0010 | 0.00055 |
| P8 | 40 | 10,000 | 1 | 0.0017 | 0.00020 |
| P9 | 60 | 20,000 | 1 | 0.0090 | 0.00030 |
| P10 | 40 | 10,000 | 1 | 0.0109 | 0.00028 |
| Grand Mean | 0.0097 | 0.00017 |