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Table 4 Regression coefficients and VIP scores of the PLS regression analysis

From: Effects of handrail hold and light touch on energetics, step parameters, and neuromuscular activity during walking after stroke

 

Regression coefficient

VIP score

Spatiotemporal step parameters

    Stride time

−0.19

2.19*

    Stride length

−0.18

1.93*

    Step length asymmetry

−0.17

1.74*

    Step width

−0.06

0.22

    Step width variability

0.03

0.07

Muscle activation parameters

    RMS 1

−0.03

0.01

    RMS 2

0.18

1.99*

    RMS 3

0.20

2.51*

    Variance of relative phase

0.09

0.51

    CAI GM_TA paretic

−0.09

0.47

    CAI GM_TA nonpar

0.05

0.14

    CAI TA_PL nonpar

0.05

0.18

  1. Model was built on difference scores (HOLD - NORM). Variables with a VIP score >1.0, indicating importance for the model, are marked with an asterisk. A negative regression coefficient indicates that an increase in the parameter is associated with a decrease in energy cost and vice versa