Engineering Data Analysis with Matlab(r)
暫譯: 使用 Matlab(r) 進行工程數據分析
Mustafy, Tanvir, Rahman, Tauhid, Siddiqui, Nafisa
- 出版商: CRC
- 出版日期: 2024-12-30
- 售價: $6,590
- 貴賓價: 9.5 折 $6,261
- 語言: 英文
- 頁數: 890
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 103250658X
- ISBN-13: 9781032506586
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相關分類:
Matlab、Data Science
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book provides a concise overview of a variety of techniques for analyzing statistical, scientific, and financial data, using MATLAB(R) to integrate several approaches to data analysis and statistics.
Chapters offer a broad review of computational data analysis, illustrated with many examples and applications. Topics range from the basics of data and statistical analysis to more advanced subjects such as probability distributions, descriptive and inferential statistics, parametric and non-parametric tests, correlation, and regression analysis. Each chapter combines theoretical concepts with practical MATLAB(R) applications and includes practice exercises, ensuring a comprehensive understanding of the material.
With coverage of both basic and more complex ideas in applied statistics, the book has broad appeal for undergraduate students up to practicing engineers.
商品描述(中文翻譯)
本書提供了各種技術的簡明概述，用於分析統計、科學和金融數據，並使用 MATLAB(R) 整合多種數據分析和統計方法。
各章節廣泛回顧了計算數據分析，並附有許多範例和應用。主題涵蓋從數據和統計分析的基本知識到更高級的主題，如機率分佈、描述性統計和推論統計、參數檢定和非參數檢定、相關性及迴歸分析。每一章結合理論概念與實際的 MATLAB(R) 應用，並包含練習題，確保對材料的全面理解。
本書涵蓋了應用統計中的基本和更複雜的概念，對於本科生到在職工程師都有廣泛的吸引力。
作者簡介
Dr. Tanvir Mustafy is a distinguished figure in the field of structural engineering, renowned for his expertise in complex finite element modeling at the micro level of structures, injury biomechanics, machine learning, and analytic mechanics. With a rich academic and research background, Dr. Mustafy has made significant contributions to the advancement of structural engineering. He holds a master of science (MSc) degree in structural engineering from the University of Alberta, Canada, and a bachelor of science (BSc) degree from the Bangladesh University of Engineering and Technology (BUET) in Dhaka, Bangladesh. Throughout his career, Dr. Tanvir Mustafy has consistently demonstrated a passion for research and a commitment to pushing the boundaries of structural engineering. His work continues to inspire and shape the future of the field, making him a respected authority in the academic and scientific community.
Dr. Tauhid Rahman earned his PhD in environmental engineering from Tohoku University, Japan, in 2009. He did his MSc in environmental engineering, land, and water engineering from KTH, Sweden, and his BSc in civil engineering from Bangladesh University of Engineering and Technology, Bangladesh. He is currently a professor in the CE Department of MIST. His research interests are water quality modeling, land use change detection, climate change, water insecurity, micro-climate effects, etc.
Nafisa Siddiqui is an accomplished educator with a bachelor of science in mathematics from the University of Texas at Austin, USA. She has served as a mathematics teaching assistant at Texas A&M University Kingsville and the University of Texas at Tyler, demonstrating her dedication to facilitating mathematical learning. Nafisa's commitment to education and her strong academic background make her a valuable asset in the field of mathematics.
作者簡介(中文翻譯)
坦維爾·穆斯塔菲博士是結構工程領域的傑出人物，以其在結構微觀層面複雜有限元素建模、受傷生物力學、機器學習和分析力學方面的專業知識而聞名。穆斯塔菲博士擁有豐富的學術和研究背景，對結構工程的發展做出了重要貢獻。他擁有加拿大阿爾伯塔大學的結構工程碩士學位（MSc），以及孟加拉國達卡的孟加拉工程科技大學（BUET）的土木工程學士學位（BSc）。在他的職業生涯中，坦維爾·穆斯塔菲博士始終展現出對研究的熱情，並致力於推動結構工程的邊界。他的工作持續激勵並塑造該領域的未來，使他成為學術和科學界受人尊敬的權威。
陶希德·拉赫曼博士於2009年在日本東北大學獲得環境工程博士學位（PhD）。他在瑞典KTH獲得環境工程、土地與水資源工程碩士學位（MSc），並在孟加拉國工程科技大學獲得土木工程學士學位（BSc）。他目前是MIST土木工程系的教授。他的研究興趣包括水質建模、土地使用變化檢測、氣候變遷、水資源不安全性和微氣候效應等。
納菲薩·西迪基是一位優秀的教育工作者，擁有美國德克薩斯州奧斯汀大學的數學學士學位。她曾在德克薩斯A&M大學金斯維爾校區和德克薩斯州泰勒大學擔任數學教學助理，展現了她對促進數學學習的奉獻精神。納菲薩對教育的承諾以及她堅實的學術背景使她在數學領域成為一個寶貴的資產。
