[Eeglablist] How to Interpret Insignificant Coefficients of Regression Analysis

[Iman Mohammad-Rezazadeh]

Hi EEGLABers,


This question is for mostly stats guru:

If we develop a regression model (logistic, GLM, ...) and some of the coefficient of the for the model is insignificant then how would someone interpret that coefficient? should we through them away or still keep them in the model? Should we consider their effect size as the key parameter ?


Thank you,

Iman



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