一般线性模型
广义线性模型
线性模型
集合(抽象数据类型)
线性回归
计算机科学
计量经济学
认知心理学
心理学
人工智能
统计
机器学习
数学
程序设计语言
作者
Jean‐Baptiste Poline,Matthew Brett
出处
期刊:NeuroImage
[Elsevier BV]
日期:2012-08-01
卷期号:62 (2): 871-880
被引量:119
标识
DOI:10.1016/j.neuroimage.2012.01.133
摘要
In this review, we first set out the general linear model (GLM) for the non technical reader, as a tool able to do both linear regression and ANOVA within the same flexible framework. We present a short history of its development in the fMRI community, and describe some interesting examples of its early use. We offer a few warnings, as the GLM relies on assumptions that may not hold in all situations. We conclude with a few wishes for the future of fMRI analyses, with or without the GLM. The appendix develops some aspects of use of contrasts for testing for the more technical reader.
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