[PDF.53lc] Practical Approaches to Causal Relationship Exploration (SpringerBriefs in Electrical and Computer Engineering)

Practical Approaches to Causal Relationship Exploration (SpringerBriefs in Electrical and Computer Engineering)

[PDF.vg14] Practical Approaches to Causal Relationship Exploration (SpringerBriefs in Electrical and Computer Engineering)

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 | #9687490 in Books |  2015-03-03 |  2015-03-10 | Original language:English | PDF # 1 |  9.25 x.21 x6.10l,.31 | File type: PDF | 80 pages

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This brief presents four practical methods to effectively explore causal relationships, which are often used for explanation, prediction and decision making in medicine, epidemiology, biology, economics, physics and social sciences. The first two methods apply conditional independence tests for causal discovery. The last two methods employ association rule mining for efficient causal hypothesis generation, and a partial association test and retrospective cohort study for...

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