Bayesian Mediation Analysis using R (使用 R 的貝葉斯中介分析)

Bhattacharjee, Atanu

Bayesian Mediation Analysis using R
  • 出版商: CRC
  • 出版日期: 2024-07-04
  • 售價: $4,820
  • 貴賓價: 9.5 折 $4,579
  • 語言: 英文
  • 頁數: 154
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032287500
  • ISBN-13: 9781032287508
  • 相關分類: 機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

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商品描述

Focused on various forms of time-to-event data methodologies, this book helps readers master the application of Bayesian mediation analysis using R. Across ten chapters, this book explores concepts of mediation analysis, survival analysis, accelerated failure time modeling, and more.

商品描述(中文翻譯)

本書專注於各種時間事件數據方法，幫助讀者掌握使用 R 進行貝葉斯中介分析的應用。全書共十章，探討中介分析、生存分析、加速失效時間建模等概念。

作者簡介

Dr. Atanu Bhattacharjee serves as an Academic Statistician at the University of Dundee, Scotland, specializing in medical statistics. His expertise encompasses survival analysis, competing risks, and high-dimensional data analysis. Dr. Bhattacharjee's research revolves around advancing statistical methodologies for analyzing time-to-event data, particularly emphasizing competing risks and high-dimensional data. His contributions are evident through numerous publications in esteemed statistical journals. Additionally, Dr. Bhattacharjee has played a pivotal role in developing an R package tailored for conducting competing risks analysis and high dimensional data analysis.

作者簡介(中文翻譯)

Atanu Bhattacharjee 博士擔任蘇格蘭丹地大學的學術統計學家，專精於醫學統計。他的專業領域包括生存分析、競爭風險和高維數據分析。Bhattacharjee 博士的研究圍繞著推進統計方法學，以分析事件發生時間數據，特別強調競爭風險和高維數據。他的貢獻在多篇著名統計期刊的發表中得以體現。此外，Bhattacharjee 博士在開發一個專為進行競爭風險分析和高維數據分析而設計的 R 套件方面也發揮了關鍵作用。

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