Bayesian Inference: Theory, Methods, Computations

Zwanzig, Silvelyn, Ahmad, Rauf

  • 出版商: CRC
  • 出版日期: 2024-07-23
  • 售價: $3,030
  • 貴賓價: 9.5$2,879
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032118091
  • ISBN-13: 9781032118093
  • 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

This book provides a comprehensive coverage of the fundamentals of Bayesian inference from all important perspectives, namely theory, methods and computations. All theoretical results are presented as formal theorems, corollaries, lemmas etc., furnished with detailed proofs.

商品描述(中文翻譯)

本書全面涵蓋了貝葉斯推斷的基本原理,從理論、方法和計算等各個重要角度進行探討。所有理論結果均以正式的定理、推論、引理等形式呈現,並附有詳細的證明。

作者簡介

Silvelyn Zwanzig is a Professor for Mathematical Statistics at Uppsala University. She studied Mathematics at the Humboldt University in Berlin. Before coming to Sweden, she was Assistant Professor at the University of Hamburg in Germany. She received her Ph.D. in Mathematics at the Academy of Sciences of the GDR. She has taught Statistics to undergraduate and graduate students since 1991. Her research interests include theoretical statistics and computer-intensive methods.

Rauf Ahmad is Associate Professor at the Department of Statistics, Uppsala University. He did his Ph.D. at Göttingen University, Germany. Before joining Uppsala University, he worked at the Division of Mathematical Statistics, Department of Mathematics, Linköping University, and at Biometry Division, Swedish University of Agricultural Sciences, Uppsala. He has taught Statistics to undergraduate and graduate students since 1995. His research interests include high-dimensional inference, mathematical statistics, and U-statistics.

作者簡介(中文翻譯)

Silvelyn Zwanzig 是烏普薩拉大學的數學統計學教授。她在柏林的洪堡大學學習數學。在來到瑞典之前,她曾擔任德國漢堡大學的助理教授。她在德國民主共和國科學院獲得數學博士學位。自1991年以來,她一直教授本科生和研究生統計學。她的研究興趣包括理論統計和計算密集型方法。

Rauf Ahmad 是烏普薩拉大學統計系的副教授。他在德國哥廷根大學獲得博士學位。在加入烏普薩拉大學之前,他曾在林雪平大學數學系的數學統計部門和烏普薩拉瑞典農業科學大學的生物統計部門工作。自1995年以來,他一直教授本科生和研究生統計學。他的研究興趣包括高維推斷、數學統計和U-統計。