Probability and Statistics for Stem: A Course in One Semester

Barron, Emmanuel N., del Greco, John G.

  • 出版商: Springer
  • 出版日期: 2024-04-02
  • 售價: $2,050
  • 貴賓價: 9.5$1,948
  • 語言: 英文
  • 頁數: 289
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031389840
  • ISBN-13: 9783031389849
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

商品描述

This new edition presents the essential topics in probability and statistics from a rigorous standpoint. Any discipline involving randomness, including medicine, engineering, and any area of scientific research, must have a way of analyzing or even predicting the outcomes of an experiment. The authors focus on the tools for doing so in a thorough, yet introductory way. After providing an overview of the basics of probability, the authors cover essential topics such as confidence intervals, hypothesis testing, and linear regression. These subjects are presented in a one semester format, suitable for engineers, scientists, and STEM students with a solid understanding of calculus. There are problems and exercises included in each chapter allowing readers to practice the applications of the concepts.


商品描述(中文翻譯)

這本新版書以嚴謹的觀點呈現概率和統計的基本主題。任何涉及隨機性的學科,包括醫學、工程和科學研究的任何領域,都必須有一種分析或甚至預測實驗結果的方法。作者們以徹底但入門的方式專注於這樣做的工具。在概率的基礎概述之後,作者們涵蓋了自信區間、假設檢驗和線性回歸等重要主題。這些主題以一個學期的形式呈現,適合具有扎實微積分理解能力的工程師、科學家和STEM學生。每章都包含問題和練習,讓讀者練習應用概念。

作者簡介

Emmanuel N. Barron, Ph.D., is an Emeritus Professor of Mathematics and Statistics at Loyola University Chicago. After receiving his B.S. in mathematics from the University of Illinois at Chicago, he earned his M.S. and Ph.D. in mathematics from Northwestern University. While at Northwestern University, he specialized in partial differential equations and differential games. He also held positions as an Assistant Professor at Georgia Tech and a Member of Technical Staff at Bell Laboratories. Dr. Barron has published over 80 research papers and two books.

John G. DelGreco, Ph.D., is an Associate Professor of Mathematics and Statistics at Loyola University Chicago. He holds a B.S. in mathematics from John Carroll University, an M.A. in mathematics from the University of Massachusetts, and a Ph.D. in industrial engineering from Purdue University. Before joining Loyola's faculty in 1987, Dr. DelGreco worked as a systems analyst for Micro Data Base Systems, Inc., located in Lafayette, Indiana. His research interests include applied graph theory, operations research, network flows, and parallel algorithms.

作者簡介(中文翻譯)

Emmanuel N. Barron, Ph.D.,是芝加哥洛約拉大學的數學和統計學名譽教授。他在芝加哥伊利諾伊大學獲得數學學士學位後,又在西北大學獲得數學碩士和博士學位。在西北大學期間,他專攻偏微分方程和微分博弈。他還曾擔任喬治亞理工學院的助理教授和貝爾實驗室的技術人員。Barron博士已發表了80多篇研究論文和兩本書。

John G. DelGreco, Ph.D.,是芝加哥洛約拉大學的數學和統計學副教授。他擁有約翰卡羅爾大學的數學學士學位,麻薩諸塞大學的數學碩士學位,以及普渡大學的工業工程博士學位。在1987年加入洛約拉大學教職之前,DelGreco博士曾在印第安納州拉斐葉的Micro Data Base Systems, Inc.擔任系統分析師。他的研究興趣包括應用圖論、運籌學、網絡流和並行算法。