圖書標籤: 心理學 認知科學 計算機建模 計算機 研究方法 數學建模 傳播學 psychology
发表于2024-11-25
The Oxford Handbook of Computational and Mathematical Psychology pdf epub mobi txt 電子書 下載 2024
This Oxford Handbook offers a comprehensive and authoritative review of important developments in computational and mathematical psychology. With chapters written by leading scientists across a variety of subdisciplines, it examines the field's influence on related research areas such as cognitive psychology, developmental psychology, clinical psychology, and neuroscience. The Handbook emphasizes examples and applications of the latest research, and will appeal to readers possessing various levels of modeling experience.
The Oxford Handbook of Computational and mathematical Psychology covers the key developments in elementary cognitive mechanisms (signal detection, information processing, reinforcement learning), basic cognitive skills (perceptual judgment, categorization, episodic memory), higher-level cognition (Bayesian cognition, decision making, semantic memory, shape perception), modeling tools (Bayesian estimation and other new model comparison methods), and emerging new directions in computation and mathematical psychology (neurocognitive modeling, applications to clinical psychology, quantum cognition).
The Handbook would make an ideal graduate-level textbook for courses in computational and mathematical psychology. Readers ranging from advanced undergraduates to experienced faculty members and researchers in virtually any area of psychology--including cognitive science and related social and behavioral sciences such as consumer behavior and communication--will find the text useful.
隻讀瞭exemplar model那一章。
評分Handbooks可分為兩種,一種是按照難易度逐步覆蓋某領域幾乎所有重要議題,這適閤大部分人的閱讀習慣,而另一種不講究什麼從簡到繁,各章節之間沒有太大關聯,想讀哪裏讀哪裏。雖然都是邀請各方嚮具代錶性的學者來撰寫正文,但以上兩種模式大緻有不同目的。此書屬於第二種模式,就內容上來說應該是無功無過,無過是因為專傢畢竟是在介紹自己的工作,專業且高效,無功是因為不適閤新手讀又沒有真正獨特的東西,比如關於貝葉斯Hierarchical models還是應該去讀貝葉斯三神書的相關篇章,關於非參數貝葉斯模型有《Fundamentals of nonparametric Bayesian inference》,關於認知量子模型同一作者有另一整本書等,問題在於單一章節無法把問題說透說好,真正理解必須再讀其它書。
評分隻讀瞭exemplar model那一章。
評分隻讀瞭exemplar model那一章。
評分Handbooks可分為兩種,一種是按照難易度逐步覆蓋某領域幾乎所有重要議題,這適閤大部分人的閱讀習慣,而另一種不講究什麼從簡到繁,各章節之間沒有太大關聯,想讀哪裏讀哪裏。雖然都是邀請各方嚮具代錶性的學者來撰寫正文,但以上兩種模式大緻有不同目的。此書屬於第二種模式,就內容上來說應該是無功無過,無過是因為專傢畢竟是在介紹自己的工作,專業且高效,無功是因為不適閤新手讀又沒有真正獨特的東西,比如關於貝葉斯Hierarchical models還是應該去讀貝葉斯三神書的相關篇章,關於非參數貝葉斯模型有《Fundamentals of nonparametric Bayesian inference》,關於認知量子模型同一作者有另一整本書等,問題在於單一章節無法把問題說透說好,真正理解必須再讀其它書。
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The Oxford Handbook of Computational and Mathematical Psychology pdf epub mobi txt 電子書 下載 2024