直方图之后是什么?描述估计人口密度的新计算机方法

M. Tarter, R. L. Holcomb, Richard A. Kronman
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引用次数: 13

摘要

本文的写作有两个目的:第一,对单变量数据的图形数据描述问题进行面向用户的分析;第二,描述使用计算机程序来补充传统方法。直方图、频率多边形和其他密切相关的方法是计算简单的技术,通常用于估计数据作为样本的潜在密度。因此,在高速计算出现之前,几乎只使用这些方法也就不足为奇了。然而,目前统计学家和计算机科学家正在共同关注简单性标准与为此目的有效使用数据的效率标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
After the histogram what? a description of new computer methods for estimating the population density
This paper has been written with two purposes in mind: First, to give a user-oriented analysis of the problem of graphical data description for univariate data and second, to describe the use of a computer program which has been designed to supplement the traditional methods. The histogram, frequency polygon and other closely related methods are computationally simple techniques, often used for estimating the underlying density of which the data are a sample. Therefore it is not at all surprising that before the advent of high speed calculation these methods were used almost exclusively. However, at the present time the criterion of simplicity is sharing the attention of statisticians and computer scientists with the criterion of efficiency in terms of effective use of data for this purpose.
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