Manli Yan wrote:
   assume dependent variable y( continuous),independent variable x (
continuous),I try to  categorize x with some interval,such that,those
intervals would has most significant different effect on y.
   any one knows which method I should apply,I really need some hints,thanks
so much~

This is a dangerous practice. Unless you have mastered the bootstrap so that you can accurately estimate the damage to the statistical significance caused by such categorization, it is best to avoid this altogether.

Frank

--
Frank E Harrell Jr   Professor and Chair           School of Medicine
                     Department of Biostatistics   Vanderbilt University

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