Detection Theory (Softcover Edition): A User's Guide
暫譯: 檢測理論(平裝版):使用者指南
MacMillan, Neil A., Creelman, C. Douglas, MacMillan Neil a.
- 出版商: Psychology Press
- 出版日期: 2004-08-23
- 售價: $4,240
- 貴賓價: 9.5 折 $4,028
- 語言: 英文
- 頁數: 512
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0805842314
- ISBN-13: 9780805842319
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商品描述
Detection Theory is an introduction to one of the most important tools for analysis of data where choices must be made and performance is not perfect. Originally developed for evaluation of electronic detection, detection theory was adopted by psychologists as a way to understand sensory decision making, then embraced by students of human memory. It has since been utilized in areas as diverse as animal behavior and X-ray diagnosis. This book covers the basic principles of detection theory, with separate initial chapters on measuring detection and evaluating decision criteria. Some other features include:
*complete tools for application, including flowcharts, tables, pointers, and software;
*student-friendly language;
*complete coverage of content area, including both one-dimensional and multidimensional models;
*separate, systematic coverage of sensitivity and response bias measurement;
*integrated treatment of threshold and nonparametric approaches;
*an organized, tutorial level introduction to multidimensional detection theory;
*popular discrimination paradigms presented as applications of multidimensional detection theory; and
*a new chapter on ideal observers and an updated chapter on adaptive threshold measurement. This up-to-date summary of signal detection theory is both a self-contained reference work for users and a readable text for graduate students and other researchers learning the material either in courses or on their own.
*complete tools for application, including flowcharts, tables, pointers, and software;
*student-friendly language;
*complete coverage of content area, including both one-dimensional and multidimensional models;
*separate, systematic coverage of sensitivity and response bias measurement;
*integrated treatment of threshold and nonparametric approaches;
*an organized, tutorial level introduction to multidimensional detection theory;
*popular discrimination paradigms presented as applications of multidimensional detection theory; and
*a new chapter on ideal observers and an updated chapter on adaptive threshold measurement. This up-to-date summary of signal detection theory is both a self-contained reference work for users and a readable text for graduate students and other researchers learning the material either in courses or on their own.
商品描述(中文翻譯)
《檢測理論》是對於分析數據時必須做出選擇且表現不完美的重要工具之一的介紹。最初是為了評估電子檢測而開發的,檢測理論被心理學家採用作為理解感官決策的一種方式,隨後又被人類記憶的研究者所接受。此理論自此被應用於動物行為和X光診斷等多個不同領域。
本書涵蓋了檢測理論的基本原則,並在最初的章節中分別介紹了檢測測量和決策標準的評估。其他一些特點包括:
* 完整的應用工具,包括流程圖、表格、指標和軟體;
* 友好的學生語言;
* 完整的內容範疇涵蓋,包括一維和多維模型;
* 對敏感度和反應偏差測量的系統性獨立覆蓋;
* 對閾值和非參數方法的綜合處理;
* 組織良好的多維檢測理論入門教程;
* 將流行的辨別範式作為多維檢測理論的應用呈現;
* 新增理想觀察者的章節以及更新的自適應閾值測量章節。
這本最新的信號檢測理論摘要既是用戶的自足參考書,也是研究生和其他研究者在課程或自學時學習材料的可讀文本。