Probability and Statistics for Engineering and the Sciences with Modeling Using R
暫譯: 工程與科學的機率與統計:使用 R 進行建模

Sturdivant, Rodney X., Fox, William P.

  • 出版商: CRC
  • 出版日期: 2022-12-29
  • 售價: $4,490
  • 貴賓價: 9.5$4,266
  • 語言: 英文
  • 頁數: 410
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032330473
  • ISBN-13: 9781032330471
  • 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

Probability and statistics courses are more popular than ever. Regardless of your major or you profession, you will most likely use concepts from probability and statistics often in your careers.

The primary goal behind this book is offering the flexibility for instructors to build most undergraduate courses upon it. This book is designed for either a one-semester course in either introductory probability and statistics (not calculus-based) and/or a one-semester course in a calculus-based probability and statistics course.

The book focuses on engineering examples and applications, while also including social sciences and more examples. Depending on the chapter flows, a course can be tailored for students at all levels and background.

Over many years of teaching this course, the authors created problems based on real data, student projects, and labs. Students have suggested these enhance their experience and learning. The authors hope to share projects and labs with other instructors and students to make the course more interesting for both.

R is an excellent platform to use. This book uses R with real data sets. The labs can be used for group work, in class, or for self-directed study. These project labs have been class-tested for many years with good results and encourage students to apply the key concepts and use of technology to analyze and present results.

商品描述(中文翻譯)

機率與統計課程比以往更受歡迎。無論你的主修或職業是什麼,你在職業生涯中很可能會經常使用機率與統計的概念。

本書的主要目標是為教師提供靈活性,以便在此基礎上建立大多數本科課程。本書設計用於一學期的入門機率與統計課程(非基於微積分)和/或一學期的基於微積分的機率與統計課程。

本書專注於工程範例和應用,同時也包括社會科學及更多範例。根據章節的流動性,課程可以針對各個水平和背景的學生進行調整。

在多年教授這門課程的過程中,作者根據真實數據、學生專案和實驗室創建了問題。學生們建議這些問題增強了他們的學習體驗。作者希望與其他教師和學生分享專案和實驗室,使課程對雙方都更有趣。

R是一個優秀的平台。本書使用R與真實數據集。這些實驗室可以用於小組合作、課堂內或自學。這些專案實驗室經過多年課堂測試,效果良好,並鼓勵學生應用關鍵概念和技術來分析和呈現結果。

作者簡介

Dr. William P. Fox is a visiting professor of Computational Operations Research in the Mathematics Department at the College of William and Mary. He is an emeritus professor in the Department of Defense Analysis at the Naval Postgraduate School. He earned his BS degree from the United States Military Academy, MS in operations research from the Naval Postgraduate School, and his PhD in Industrial Engineering from Clemson University. He has taught at the United States Military Academy and at Francis Marion University. He has many publications and scholarly activities including 16 books, 21 book chapters and technical reports, 150 journal articles, and more than 150 conference presentations and mathematical modeling workshops.

Rodney X. Sturdivant, PhD, is director of the Statistical Consulting Center and an associate professor in the Department of Statistical Science at Baylor University. He has been senior research biostatistician with the Henry M. Jackson Foundation for the Advancement of Military Medicine supporting the Uniformed Services University of Health Science. Previously, he was professor of Applied Statistics at Azusa Pacific University. He was associate professor of Clinical Public Health in the Biostatistics Division of the College of Public Health at The Ohio State University. He retired as a Colonel after 27-year career in the U.S. Army. He completed his military service as an Academy Professor and Professor of Applied Statistics in the Department of Mathematical Sciences at the United States Military Academy, West Point. He earned a B.S. from West Point, an M.S. in statistics and an M.S. in operations research from Stanford, and a PhD in biostatistics from the University of Massachusetts - Amherst.

作者簡介(中文翻譯)

威廉·P·福克斯博士是威廉與瑪麗學院數學系的計算運籌學訪問教授。他是海軍研究生院國防分析系的名譽教授。他在美國軍事學院獲得學士學位,在海軍研究生院獲得運籌學碩士學位,並在克萊姆森大學獲得工業工程博士學位。他曾在美國軍事學院和法蘭西斯·馬里昂大學任教。他擁有多項出版物和學術活動,包括16本書籍、21章書籍和技術報告、150篇期刊文章,以及超過150次的會議報告和數學建模工作坊。

羅德尼·X·斯圖爾迪萬博士是貝勒大學統計諮詢中心的主任及統計科學系的副教授。他曾擔任亨利·M·傑克森軍事醫學促進基金會的高級研究生物統計學家,支持統一服務健康科學大學。之前,他是阿祖薩太平洋大學的應用統計學教授。他曾在俄亥俄州立大學公共衛生學院的生物統計學部擔任臨床公共衛生副教授。他在美國陸軍服役27年後以上校身份退休。他在美國軍事學院西點軍校完成軍事服務,擔任學院教授及數學科學系的應用統計學教授。他在西點軍校獲得學士學位,在史丹佛大學獲得統計學碩士學位和運籌學碩士學位,並在馬薩諸塞大學阿默斯特分校獲得生物統計學博士學位。