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...number of children declines with time. So, would you please give a suggestion to deal with collinearity between kids and byear? Thank you very much for helping! Best regards, -- View this message in context: http://www.nabble.com/How-to-deal-with-multicollinearity-in-mixed-models-%28with-lmer%29--tp24994095p24994095.html Sent from the R help mailing list archive at Nabble.com.