Akaike's Information Criterion and the Histogram
将直方图视为阶梯函数,研究如何用赤池信息准则自动确定直方图的组距,给出了渐近关系并通过小规模模拟验证。
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.