Causal Models 2024 pdf epub mobi 电子书


Causal Models

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发表于2024-12-23

Causal Models 2024 pdf epub mobi 电子书

Causal Models 2024 pdf epub mobi 电子书

Causal Models 2024 pdf epub mobi 电子书



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出版者:Oxford Univ Pr
作者:Sloman, Steven
出品人:
页数:211
译者:
出版时间:2005-7
价格:$ 39.55
装帧:HRD
isbn号码:9780195183115
丛书系列:

图书标签: Causality  认知科学  美國  社會學  社会科学  方法论  政治学  心理學   


Causal Models 2024 pdf epub mobi 电子书 图书描述

Human beings are active agents who can think. To understand how thought serves action requires understanding how people conceive of the relation between cause and effect, that is, between action and outcome. In cognitive terms, the question becomes one of how people construct and reason with the causal models we use to represent our world. A revolution is occurring in how statisticians, philosophers, and computer scientists answer this question. These fields have ushered in new insights about causal models by thinking about how to represent causal structure mathematically, in a framework that uses graphs and probability theory to develop what are called 'causal Bayesian networks'. The framework starts with the idea that the purpose of causal structure is to understand and predict the effects of intervention: how does intervening on one thing affect other things? This question is not merely about probability (or logic), but about action. The framework offers a new understanding of mind: thought is about the effects of intervention, so cognition is thereby intimately tied to actions that take place either in the actual physical world or in imagination, in counterfactual worlds. In this book, Steven Sloman offers a conceptual introduction to the key mathematical ideas in the framework, presenting them in a non-technical way, by focusing on the intuitions rather than the theorems. He tries to show why the ideas are important to understanding how people explain things, and why it is so central to human action to think not only about the world as it is, but also about the world as it could be. Sloman also reviews the role of causality, causal models, and intervention in the basic human cognitive functions: decision making, reasoning, judgement, categorization, inductive inference, language, and learning. In short, this book offers a discussion about how people think, talk, learn, and explain things in causal terms - in terms of action and manipulation.

Causal Models 2024 pdf epub mobi 电子书

Causal Models 2024 pdf epub mobi 电子书
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