Table 4.
Title: “Stepwise linear regression with leave-one-out cross validation results with speech entrainment functional connectivity and language performance on a standardized assessment”
| Dependent Variable | Model | Linear Regression Model Results | LOO Stepwise Regression Model | |||||
|---|---|---|---|---|---|---|---|---|
| Est. | Std. Error | tStat | pValue | T | % iterat. | |||
|
WAB-R AQ | (Intercept) | 70.8 | 7.6 | 9.3 | <.001 | ||
| SE RH pMTG–RH IFGpo | 9.2 | 2.2 | 4.1 | <.001 | 4.0 | 96% | ||
| Total Lesion Volume | −81.5 | 27.8 | −3.0 | .009 | −2.9 | 86% | ||
|
Info. Content | (Intercept) | 7.8 | 0.9 | 8.5 | <.001 | ||
| SE RH pMTG–RH IFGpo | 1.3 | 0.3 | 4.9 | <.001 | 4.6 | 96% | ||
| Total Lesion Volume | −8.3 | 3.3 | −2.5 | .02 | −2.5 | 68% | ||
| Fluency | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
|
Spont. Speech | (Intercept) | 10.1 | 0.8 | 12.2 | <.001 | ||
| SE RH pMTG–RH IFGpo | 1.5 | 0.4 | 3.4 | .003 | 3.4 | 100% | ||
| SE LH pMTG–RH IFGpo | 1.2 | 0.5 | 2.4 | .03 | 2.4 | 77% | ||
|
Comp. | (Intercept) | 9.6 | 0.6 | 15.7 | <.001 | ||
| SE RH pMTG–RH IFGpo | 0.7 | 0.2 | 4.1 | <.001 | 4.0 | 96% | ||
| SE LH pMTG–RH IFGpo | 0.5 | 0.2 | 2.1 | .05 | 2.4 | 82% | ||
| Total Lesion Volume | −7.5 | 2.6 | −2.9 | .01 | −3.2 | 91% | ||
| Repetition | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
|
Naming | (Intercept) | 7.6 | 1.1 | 6.8 | <.001 | ||
| SE RH pMTG–RH IFGpo | 1.3 | 0.3 | 4.0 | <.001 | 3.8 | 100% | ||
| Total Lesion Volume | −10.9 | 4.1 | −2.7 | .02 | −2.6 | 91% | ||
Abbreviations: LOO=leave-one-out; FS=free speech; SE=speech entrainment; LH=left hemisphere; RH=right hemisphere; pMTG=posterior middle temporal gyrus; IFGpo=pars opercularis; n.s.=not significant.