The Book of Why: The New Science of Cause and Effect
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence"Correlation is …
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality--the study of cause and effect--on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needsThe Book of Why.
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Judea Pearl is on a mission to change the way we interpret data. ... The Book of Why takes aim at perceived limitations of observational studies, whose underlying data are found in nature and not controlled by researchers. Many believe that an observational study can elucidate associ- ation but not cause and effect.
Download PDF The Book of Why: The New. Science of Cause and Effect | Read Online. Book Detail. Author : Judea Pearl. Pages : 432 pages. Publisher : Basic...