Setting Reference Levels in Poisson Regression
main topic see also
When you include a categorical predictor in your Poisson regression
model, Minitab assigns one categorical level as the reference level. Minitab
designates the reference level based on the data type and coding scheme.
You can choose the coding scheme in the Coding
subdialog box.
For -1, 0, 1 coding:
· For
numeric categorical predictors, the reference level is the level with
the largest numeric value.
· For
date/time categorical predictors, the reference level is the level with
the latest date/time.
· For
text categorical predictors, the reference level is the level that is
last in alphabetical order.
For 1, 0 coding:
· For
numeric categorical predictors, the reference level is the level with
the least numeric value.
· For
date/time categorical predictors, the reference level is the level with
the earliest date/time.
· For
text categorical predictors, the reference level is the level that is
first in alphabetical order. If you defined a value order for a text categorical
predictor, this rule does not apply. Minitab designates the first value
in the defined order as the reference. See Ordering
Text Categories.
If you choose 1, 0 coding, you can change the default reference level
in the Coding subdialog box.
Regression creates a set of design variables for each categorical predictor
in the model. See Coding
categorical predictors in Regression for examples.