Bayesian Social Science Statistics: From the Very Beginning
暫譯: 貝葉斯社會科學統計:從最基本開始

Gill, Jeff, Bao, Le

  • 出版商: Cambridge
  • 出版日期: 2024-10-24
  • 售價: $1,110
  • 貴賓價: 9.5$1,055
  • 語言: 英文
  • 頁數: 75
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1009341197
  • ISBN-13: 9781009341196
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from the absolute beginning and walk readers steadily through the Element. No previous knowledge is required other than that in a basic statistics course. At the end of the process, readers will understand the core tenets of Bayesian theory and practice in a way that enables them to specify, implement, and understand models using practical social science data. Chapters will cover theoretical principles and real-world applications that provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in both R and Python is provided throughout.

商品描述(中文翻譯)

在這本書中,作者為社會科學的學生和從業者介紹貝葉斯概率和推斷,從最基本的概念開始,並穩步引導讀者進入主題。除了基本統計課程的知識外,無需任何先前的背景知識。在學習過程結束時,讀者將理解貝葉斯理論和實踐的核心原則,並能夠使用實際的社會科學數據來指定、實現和理解模型。各章將涵蓋理論原則和現實世界的應用,以提供動機和直覺。由於貝葉斯方法與軟體密切相關,書中將提供 R 和 Python 的程式碼範例。