Applied Linear Statistical Models
Applied Linear Statistical Models
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DOI：
10.1080/00224065.1986.11978989
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发表时间：
1975-03
期刊：
影响因子：
--
通讯作者：
M. Kutner
中科院分区：
文献类型：
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作者：
M. Kutner
《应用线性统计模型（第5版）》是长期以来在统计建模方面确立领先地位的权威教材和参考书籍。本书包含简短的介绍性和复习性材料，然后在前半部分讲解回归和建模，后半部分讲解方差分析和实验设计。所有主题都以精确清晰的风格呈现，并配有解答示例、编号公式、图形说明以及“注释”，以提供深度以及统计的准确性和精确性。第5版在全书更多地使用了计算和图形分析，同时又不牺牲概念的严谨性。总体而言，第5版在示例和习题中使用了更大的数据集，并且在软件中可以在不影响理解的情况下实现方法自动化时，就会这样做。
Applied Linear Statistical Models 5e is the long established leading authoritative text and reference on statistical modeling. The text includes brief introductory and review material, and then proceeds through regression and modeling for the first half, and through ANOVA and Experimental Design in the second half. All topics are presented in a precise and clear style supported with solved examples, numbered formulae, graphic illustrations, and "Notes" to provide depth and statistical accuracy and precision. The Fifth edition provides an increased use of computing and graphical analysis throughout, without sacrificing concepts or rigor. In general, the 5e uses larger data sets in examples and exercises, and where methods can be automated within software without loss of understanding, it is so done.