The Mind's Arrows 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


The Mind's Arrows

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Glymour, Clark 作者
Mit Pr
译者
2001-12 出版日期
240 页数
$ 39.55 价格
HRD
丛书系列
9780262072205 图书编码

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发表于2024-11-26


The Mind's Arrows 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

The Mind's Arrows 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

The Mind's Arrows 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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In recent years, small groups of statisticians, computer scientists, and philosophers have developed an account of how partial causal knowledge can be used to compute the effect of actions and how causal relations can be learned, at least by computers. The representations used in the emerging theory are causal Bayes nets or graphical causal models.In his new book, Clark Glymour provides an informal introduction to the basic assumptions, algorithms, and techniques of causal Bayes nets and graphical causal models in the context of psychological examples. He demonstrates their potential as a powerful tool for guiding experimental inquiry and for interpreting results in developmental psychology, cognitive neuropsychology, psychometrics, social psychology, and studies of adult judgment. Using Bayes net techniques, Glymour suggests novel experiments to distinguish among theories of human causal learning and reanalyzes various experimental results that have been interpreted or misinterpreted--without the benefit of Bayes nets and graphical causal models. The capstone illustration is an analysis of the methods used in Herrnstein and Murray's book The Bell Curve; Glymour argues that new, more reliable methods of data analysis, based on Bayes nets representations, would lead to very different conclusions from those advocated by Herrnstein and Murray.

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