Probability, Statistics and Simulation: With Application Programs Written in R
暫譯: 機率、統計與模擬:以 R 語言撰寫的應用程式
Rotondi, Alberto, Pedroni, Paolo, Pievatolo, Antonio
- 出版商: Springer
- 出版日期: 2022-12-07
- 售價: $4,890
- 貴賓價: 9.5 折 $4,646
- 語言: 英文
- 頁數: 639
- 裝訂: Quality Paper - also called trade paper
- ISBN: 303109428X
- ISBN-13: 9783031094286
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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
This book presents in a compact form the program carried out in introductory statistics courses and discusses some essential topics for research activity, such as Monte Carlo simulation techniques, methods of statistical inference, best fit and analysis of laboratory data. All themes are developed starting from fundamentals, highlighting their applicative aspects, up to the detailed description of several cases particularly relevant for technical and scientific research. The text is dedicated to university students in scientific fields and to all researchers who have to solve practical problems by applying data analysis and simulation procedures. The R software is adopted throughout the book, with a rich library of original programs accessible to the readers through a website.
商品描述(中文翻譯)
本書以簡潔的形式介紹了入門統計課程中所進行的程序,並討論了一些對研究活動至關重要的主題,例如蒙地卡羅模擬技術、統計推斷方法、最佳擬合及實驗室數據分析。所有主題均從基本原理開始發展,強調其應用方面,並詳細描述幾個對技術和科學研究特別相關的案例。該文本專為科學領域的大學生及所有需要通過數據分析和模擬程序解決實際問題的研究人員而設。全書採用 R 軟體,並提供豐富的原始程式庫,讀者可通過網站訪問。
作者簡介
Alberto Rotondi is formerly full professor of nuclear physics at the University of Pavia (Italy), where he is now adjunct professor of Data Analysis at the Physics Department of Pavia. He is the author of several hundred publications in the field of experimental nuclear physics. During the research activity, carried out mainly at the CERN laboratories of Geneva, he applied many statistical and simulation methods to the project of new experiments and to the analysis of experimental results.
Paolo Pedroni is a senior researcher at the INFN (Italian National Institute of Nuclear Physics), Section of Pavia, and an adjunct professor at the Physics Department of the University of Pavia (Italy), where he teaches the course of Statistical Methods in Physics. He has been carrying out experimental research on the interactions of quarks within protons and neutrons in the framework of several international collaborations.
Antonio Pievatolo is Director of Research at CNR IMATI in Milan, Italy, where he works at applications of Statistics in industry and technology. He has led his local unit in applied research projects commissioned by national and regional public bodies and companies. He has been president of ENBIS, the European Network for Business and Industrial Statistics, from 2017 to 2019, and contract professor of Statistics at the University.
作者簡介(中文翻譯)
阿爾貝托·羅頓迪曾任意大利帕維亞大學核物理學全職教授,目前擔任帕維亞物理系的數據分析兼任教授。他在實驗核物理領域發表了數百篇論文。在主要於日內瓦的CERN實驗室進行的研究活動中,他將許多統計和模擬方法應用於新實驗的設計及實驗結果的分析。
保羅·佩德羅尼是意大利國家核物理研究所(INFN)帕維亞分部的高級研究員,同時也是帕維亞大學物理系的兼任教授,教授物理中的統計方法課程。他在多個國際合作框架下,進行有關夸克在質子和中子內部相互作用的實驗研究。
安東尼奧·皮耶瓦托洛是意大利米蘭CNR IMATI的研究主任,專注於統計在工業和技術中的應用。他負責當地單位的應用研究項目,這些項目由國家和地區公共機構及公司委託。他曾於2017年至2019年擔任歐洲商業與工業統計網絡(ENBIS)主席,並在大學擔任統計學的合約教授。