Akaike's Information Criterion and the Histogram
Charles C Taylor · Biometrika · 1987
By interpreting the histogram as a step-function, we explore the use of Akaike's information criterion in an automatic procedure to determine the histogram class width. We obtain an asymptotic relationship and present some results from a small simulation study.