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A SAS/IML Companion for Linear Models (Statistics and Computing) [分享]

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eijuhz 发表于 2009-12-20 14:05:59 |显示全部楼层
[size=120%]A SAS/IML Companion for Linear Models (Statistics and Computing)
By Jamis J. Perrett


  • Publisher:   Springer
  • Number Of Pages:   228
  • Publication Date:   2010-02-01
  • ISBN-10 / ASIN:   1441955569
  • ISBN-13 / EAN:   9781441955562


Product Description:

Linear models courses are often presented as either theoretical or applied. Consequently, students may find themselves either proving theorems or using high-level procedures like PROC GLM to analyze data. There exists a gap between the derivation of formulas and analyses that hide these formulas behind attractive user interfaces. This book bridges that gap, demonstrating theory put into practice.
Concepts presented in a theoretical linear models course are often trivialized in applied linear models courses by the facility of high-level SAS procedures like PROC MIXED and PROC REG that require the user to provide a few options and statements and in return produce vast amounts of output. This book uses PROC IML to show how analytic linear models formulas can be typed directly into PROC IML, as they were presented in the linear models course, and solved using data. This helps students see the link between theory and application. This also assists researchers in developing new methodologies in the area of linear models.
The book contains complete examples of SAS code for many of the computations relevant to a linear models course. However, the SAS code in these examples automates the analytic formulas. The code for high-level procedures like PROC MIXED is also included for side-by-side comparison. The book computes basic descriptive statistics, matrix algebra, matrix decomposition, likelihood maximization, non-linear optimization, etc. in a format conducive to a linear models or a special topics course.
Also included in the book is an example of a basic analysis of a linear mixed model using restricted maximum likelihood estimation (REML). The example demonstrates tests for fixed effects, estimates of linear functions, and contrasts. The example starts by showing the steps for analyzing the data using PROC IML and then provides the analysis using PROC MIXED. This allows students to follow the process that lead to the output.

下载链接:http://ifile.it/vdwc5hf/1441955569.rar
关键词:Statistics computing Companion statistic Compani procedures themselves presented between proving

myxixi 发表于 2009-12-20 21:44:16 |显示全部楼层
楼主为什么不直接传上来?
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zhumengjin 发表于 2009-12-20 21:52:10 |显示全部楼层
好像下载不了
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tmdxyz 发表于 2009-12-21 09:03:44 |显示全部楼层
我来替楼主上传吧。见附件
已有 1 人评分经验 热心指数 收起 理由
crackman + 100 + 1 谢谢

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rdzr 发表于 2009-12-21 09:52:37 |显示全部楼层
版主好人,四楼热心,珠联璧合,其利断金!
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SpringField88 发表于 2009-12-28 10:13:54 |显示全部楼层
it ;'sdfjs;;fd;sf;;dsfk;lsdfd;sfasfhsadkfsdlakf
I wondar
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suzhzh 发表于 2010-4-30 00:00:53 |显示全部楼层
谢谢了真是太好了
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zhentao 发表于 2010-4-30 11:34:31 |显示全部楼层
感谢楼主和4楼。
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psweather0129 发表于 2010-5-1 10:06:12 |显示全部楼层
GOOD!!  很受用 謝謝
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zkfu41 发表于 2011-9-22 13:52:46 |显示全部楼层
感谢楼主和4楼,正在到处寻找
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