[Eeglablist] Question regarding regression ( GLM and Logistic)
irezazadeh at ucdavis.edu
Fri Jun 16 08:12:50 PDT 2017
Anyone knows in generating a GLM/ logistic regression model using both categorical and non-categorical data:
1. how should I treat with coefficient with insignificant p-values? Should I include them in the model? And how should I interpret the model with insignificant coefficient ( even after stepwise process) ?
2. If I want to see their effect size then should I standardize (zscore) the predictors first?
3. If I have unbalanced data for training a logistic regression model ( suppose in my database, I have 1000 pairs for output category '1' and only 50 data for output category '2') then how should I select the training data size?
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