Active Statistics: Stories, Games, Problems, and Hands-On Demonstrations for Applied Regression and Causal Inference (Paperback)
暫譯: 主動統計:應用迴歸與因果推斷的故事、遊戲、問題與實作示範(平裝本)

Gelman, Andrew, Vehtari, Aki

  • 出版商: Cambridge
  • 出版日期: 2024-03-14
  • 售價: $1,200
  • 貴賓價: 9.5$1,140
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 100943621X
  • ISBN-13: 9781009436212
  • 相關分類: 機率統計學 Probability-and-statistics
  • 立即出貨 (庫存=1)

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商品描述

This book provides statistics instructors and students with complete classroom material for a one- or two-semester course on applied regression and causal inference. It is built around 52 stories, 52 class-participation activities, 52 hands-on computer demonstrations, and 52 discussion problems that allow instructors and students to explore in a fun way the real-world complexity of the subject. The book fosters an engaging 'flipped classroom' environment with a focus on visualization and understanding. The book provides instructors with frameworks for self-study or for structuring the course, along with tips for maintaining student engagement at all levels, and practice exam questions to help guide learning. Designed to accompany the authors' previous textbook Regression and Other Stories, its modular nature and wealth of material allow this book to be adapted to different courses and texts or be used by learners as a hands-on workbook.

商品描述(中文翻譯)

這本書為統計學的教師和學生提供了完整的課堂教材,適用於一學期或兩學期的應用迴歸和因果推斷課程。書中圍繞52個故事、52個課堂參與活動、52個實作電腦示範和52個討論問題,讓教師和學生以有趣的方式探索這一主題的現實世界複雜性。這本書促進了一個引人入勝的「翻轉課堂」環境,重點在於視覺化和理解。書中為教師提供了自學或結構化課程的框架,並附有維持各級學生參與的技巧,以及幫助引導學習的練習考題。這本書設計用來配合作者之前的教科書《迴歸與其他故事》,其模組化的特性和豐富的材料使得這本書可以適應不同的課程和教材,或作為學習者的實作工作手冊使用。