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Titlebook: Statistical Design; George Casella Textbook 2008 Springer-Verlag New York 2008 ANOVA.Design of Experiments.Experimental Design.Microarray

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发表于 2025-3-21 17:31:13 | 显示全部楼层 |阅读模式
书目名称Statistical Design
编辑George Casella
视频video
概述Covers both theory and application of designs, from agriculture to microarrays.Examples and Exercises taken from real experiments, with data on the web and illustrative R programs.Theoretical details
丛书名称Springer Texts in Statistics
图书封面Titlebook: Statistical Design;  George Casella Textbook 2008 Springer-Verlag New York 2008 ANOVA.Design of Experiments.Experimental Design.Microarray
描述Statistical design is one of the fundamentals of our subject, being at the core of the growth of statistics during the previous century. Design played a key role in agricultural statistics and set down principles of good practic, principles that still apply today. Statistical design is all about understanding where the variance comes from, and making sure that is where the replication is. Indeed, it is probably correct to say that these principles are even more important today.
出版日期Textbook 2008
关键词ANOVA; Design of Experiments; Experimental Design; Microarray Designs; Variance; analysis of variance
版次1
doihttps://doi.org/10.1007/978-0-387-75965-4
isbn_softcover978-1-4419-2614-2
isbn_ebook978-0-387-75965-4Series ISSN 1431-875X Series E-ISSN 2197-4136
issn_series 1431-875X
copyrightSpringer-Verlag New York 2008
The information of publication is updating

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发表于 2025-3-21 23:47:47 | 显示全部楼层
Interlude: Assessing the Effects of Blocking, effect. In either case we end up with the similar analyses..Whether blocks are random or are fixed, the important point is that a correlation structure is induced. As far as the model calculations go – variances, covariances, etc, they are quite similar.
发表于 2025-3-22 00:41:49 | 显示全部楼层
Confounding in Blocks,oblem that the block difference may affect treatment comparisons, and we also have the problem that block variances could creep into the variance of a treatment comparison. The point of this chapter is to see how to deal with incomplete designs so that we can mitigate these problems.
发表于 2025-3-22 08:00:09 | 显示全部楼层
Basics,ly straightforward analysis. However, as the purpose of a good design is to result in an efficient analysis, it is important to be familiar with the types of analysis that will be done. Thus, we will spend some time discussing the important parts of analyses, and how the design can impact them. We w
发表于 2025-3-22 12:05:38 | 显示全部楼层
Completely Randomized Designs,he oneway CRD. This follows because of the simple error structure of the CRD, and the fact that any effect can be built up through contrasts. However, this fact is only useful as a theoretical tool, say when we are trying to develop some distributional properties, as the data layout and the treatmen
发表于 2025-3-22 15:19:21 | 显示全部楼层
Complete Block Designs, this first section we review some basics and do a small example, and show how to build up an RCB from pairwise .-tests..In this book we discuss two types of block effects, fixed and random. In most textbooks blocks are treated as a random effect without much discussion of options, but there are cle
发表于 2025-3-22 19:03:37 | 显示全部楼层
发表于 2025-3-23 00:19:24 | 显示全部楼层
Split Plot Designs,rld looks like a nail. It might be fair to say that, from now on, almost every design that you see will be some sort of split plot..A . (.) is one in which there is more than one type of experimental unit. Although split unit is probably the more accurate term, this design also grew out of agricultu
发表于 2025-3-23 02:33:07 | 显示全部楼层
Confounding in Blocks,s the best information for treatment comparisons. However, there are many situations where we cannot put every treatment in every block (often due to time, money, or physical constraints of the experiment). For example, a microarray experiment using a two-dye chip is restricted to two treatments per
发表于 2025-3-23 05:52:25 | 显示全部楼层
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