多变量分析导论

English | ISBN: 0300062990 | 1996 | 632 pages | PDF | 47 MB

For physicians, nurses, and all others who confront increasingly complex statistical methods in research, Dr. Alvan R. Feinstein offers welcome help. He has written a highly readable explanation of the uses and significance of multivariable analysis in medical and life science research. A physician with wide experience in both clinical work and research, Dr. Feinstein succeeds in demystifying arcane vocabulary and unfamiliar mathematics. His book is a roadmap taking the reader from the basics of univariate and bivariate statistics, through methods of converting information into data coded for computers, and on to multivariable statistics. Dr. Feinstein focuses on four methods common in the medical literature: multiple linear regression, multiple logistic regression, discriminant function analysis, and Cox regression. He also discusses such new methods as recursive partitioning and conjunctive consolidation. Clarifying examples and illustrations abound, and an accompanying floppy disk helps to facilitate learning.

英文|国际标准图书编号：0300062990 | 1996 | 632页| PDF | 47 MB 对于医生、护士和所有其他在研究中面临日益复杂的统计方法的人来说，Alvan R.Feinstein博士提供了受欢迎的帮助。他对多变量分析在医学和生命科学研究中的用途和意义进行了高度可读的解释。作为一名在临床工作和研究方面都有丰富经验的医生，Feinstein博士成功地揭开了神秘词汇和不熟悉数学的神秘面纱。他的书是一个路线图，带领读者从单变量和双变量统计的基础知识，到将信息转换为计算机编码数据的方法，再到多变量统计。Feinstein博士重点介绍了医学文献中常见的四种方法：多元线性回归、多元逻辑回归、判别函数分析和Cox回归。他还讨论了递归分割和合取合并等新方法。澄清的例子和插图比比皆是，附带的软盘有助于促进学习。

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