Causal Inference in Statistics: A Primer (Paperback)
暫譯: 統計學中的因果推斷:入門指南 (平裝本)
Judea Pearl, Madelyn Glymour, Nicholas P. Jewell
- 出版商: Wiley
- 出版日期: 2016-03-07
- 定價: $1,930
- 售價: 9.5 折 $1,834
- 語言: 英文
- 頁數: 156
- 裝訂: Paperback
- ISBN: 1119186846
- ISBN-13: 9781119186847
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相關分類:
機率統計學 Probability-and-statistics
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相關主題
商品描述
Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginners in statistics, providing a comprehensive introduction to the field of causality. Examples from classical statistics are presented throughout to demonstrate the need for causality in resolving decision-making dilemmas posed by data. Causal methods are also compared to traditional statistical methods, whilst questions are provided at the end of each section to aid student learning.
商品描述(中文翻譯)
許多與現代因果推斷相關的概念和術語對於初學者來說可能相當令人畏懼。Judea Pearl 提出了一本非常適合統計學初學者的書,全面介紹因果性這一領域。書中穿插了經典統計學的例子,以展示在解決數據所帶來的決策困境時,因果性的重要性。因果方法也與傳統統計方法進行比較,並在每個部分的結尾提供問題,以幫助學生學習。