一个计算机分析系统,以固定效果的分割图式设计

D. F. Ferreira
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引用次数: 510

摘要

本文介绍了Sisvar处理随机化过程中带有若干限制的固定效应模型的特殊能力。这些限制导致模型具有固定的处理效果,但存在一些随机误差。处理这类模型的一种方法是进行混合模型分析,只考虑模型中的误差效应为随机效应,并且误差项具有不同的协方差结构。另一种方法是对若干误差的方差进行分析。当数据平衡时,这种分析可以通过使用Sisvar来完成。该软件对固定效果进行了精确的$F$检验,允许用户对固定效果因素的水平进行多重比较程序或回归分析,无论它们是单一效果,交互效果还是分层效果。Sisvar是一个有趣的统计计算机系统,用于平衡农业和工业数据集。
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SISVAR: A COMPUTER ANALYSIS SYSTEM TO FIXED EFFECTS SPLIT PLOT TYPE DESIGNS
This paper presents a special capability of Sisvar to deal with fixed effect models with several restriction in the randomization procedure. These restrictions lead to models with fixed treatment effects, but with several random errors. One way do deal with models of this kind is to perform a mixed model analysis, considering only the error effects in the model as random effects and with different covariance structure for the error terms. Another way is to perform a analysis of variance with several error. These kind of analysis, when the data are balanced, can be done by using Sisvar. The software lead a exact $F$ test for the fixed effects and allow the user to applied multiple comparison procedures or regression analysis for the levels of the fixed effect factors, regarding they are single effects, interaction effects or hierarchical effects. Sisvar is an interesting statistical computer system for using in balanced agricultural and industrial data sets.
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来源期刊
Revista Brasileira de Biometria
Revista Brasileira de Biometria Agricultural and Biological Sciences-Agricultural and Biological Sciences (all)
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审稿时长
53 weeks
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