Prescriptive Analytics: Mastering the Spreadsheet of Everything

Keisler, Jeffrey M.

  • 出版商: Springer
  • 出版日期: 2024-08-25
  • 售價: $3,130
  • 貴賓價: 9.5$2,974
  • 語言: 英文
  • 頁數: 257
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031593529
  • ISBN-13: 9783031593529
  • 海外代購書籍(需單獨結帳)

商品描述

Prescriptive Analytics: Mastering the Spreadsheet of Everything combines the quantitative decision-informing techniques of management science and operations research with the data-centric techniques found throughout the world of analytics. The material uses only standard Excel spreadsheet features and functions for creating models and then applying sensitivity, scenario, simulation, decision, and optimization analysis.

How can we make high quality decisions in an increasingly data-rich but also uncertain and complex world? This book provides the answer, preparing you for the prescriptive analytic future.
Gilberto Montibeller, Professor of Operations Management, University of Bristol.

An important book. It will be invaluable in entry-level courses in prescriptive analytics and all related fields.
Robert Bordley, Director, Systems Engineering and Design Program, University of Michigan

Rooted in a rigorous decision framework, one of the most intuitive and accessible journeys into the world of prescriptive analytics.
Victor Podinovski, Head of Management Science and Operations Group, Loughborough University

A remarkable in-depth treatment of implementing complex analytical formulations using spreadsheets in a simple and accessible way.
Ali Abbas, Founding Director of the Neely Center for Ethical Leadership and Decision-Making, University of Southern California

A fresh and pragmatic approach to the challenges of developing analytical thinkers - and doers. Students will quickly add useful tools, and they'll start to connect the dots of the bigger picture.
Patrick Noonan, Emeritus Professor of Management & Decision Sciences. Emory University

This book starts the study of analytics with a simple problem and a few basic Excel formulas, and staying within that framework and emphasizing comprehension, builds up to cover all of the mainstream analytic topics and some very advanced ones as well.
Janet Wagner, Founding Dean, School of Business, Stockton University

The perfectly illustrated examples, with tips, tricks, and aids to all possible roadblocks a student might encounter, seamlessly take you from zero to master's level skill on mechanics of spreadsheet modeling.
Avipsa Acharya (former student), Business Data Analyst, State Street Corp.

Professor Keisler's amazing book gives everyone analytics skills for success.
Igor Linkov, Senior Scientific and Technical Manager, US Army Corps of Engineers

I really wish to congratulate Dr. Keisler on having written such a substantial book. This book gives a very accessible and well-founded introduction to a broad range of analytical techniques for guiding business and engineering decisions.
Ahti Salo, Director, Systems Analysis Laboratory, Aalto University

商品描述(中文翻譯)

《預測性分析:精通萬用電子表格》結合了管理科學和運營研究中的定量決策信息技術與分析領域中的數據中心技術。該書僅使用標準的Excel電子表格功能和函數來創建模型,並進行敏感性、情景、模擬、決策和優化分析。

在這個數據豐富、但同時也充滿不確定性和複雜性的世界中,我們如何做出高質量的決策?這本書提供了答案,為您準備好迎接預測性分析的未來。

這是一本重要的書籍,對於預測性分析和所有相關領域的入門課程非常有價值。

基於嚴謹的決策框架,這本書是進入預測性分析世界最直觀和易於理解的旅程之一。

這是一本深入研究使用電子表格實現複雜分析公式的書籍,以簡單易懂的方式呈現。

這是一種應對培養分析思維者和實踐者的挑戰的新鮮而實用的方法。學生們將迅速掌握有用的工具,並開始將各個方面聯繫起來。

這本書從一個簡單的問題和幾個基本的Excel公式開始研究分析,並在這個框架內強調理解,逐步涵蓋了所有主流的分析主題,以及一些非常高級的主題。

這些完美的實例,配有提示、技巧和對學生可能遇到的所有障礙的幫助,將您從零基礎無縫地提升到精通電子表格建模的技能。

凱斯勒教授的精彩之作為每個人提供了成功的分析技能。

我真的要祝賀凱斯勒博士寫了這樣一本實質性的書。這本書為引導商業和工程決策提供了一個非常易於理解和有基礎的分析技術廣泛介紹。

作者簡介

Jeffrey M. Keisler (MBA Chicago, PhD Harvard) is Professor of Management Science & Information Systems at University of Massachusetts Boston. He was President of the INFORMS Decision Analysis Society and founding Secretary of the former Spreadsheet Research Section at INFORMS. He was named a Fellow of the Society for Risk Analysis, a Fellow of the Society for Decision Professionals, and a Fulbright Distinguished Chair. He has published nearly 90 journal articles and several books and is a long-time associate editor for several INFORMS and EURO journals. Over 30+ years in industry, government, consulting and academia, he has been applying, implementing, developing, teaching and preaching spreadsheet tools and prescriptive analytics techniques.

作者簡介(中文翻譯)

Jeffrey M. Keisler(芝加哥大學工商管理碩士,哈佛大學博士)是麻省大學波士頓分校的管理科學與資訊系統教授。他曾擔任INFORMS決策分析學會主席,並是INFORMS前電子表格研究部門的創始秘書。他被選為風險分析學會和決策專業人士學會的會士,並擔任富布萊特傑出講座教授。他發表了近90篇期刊文章和幾本書籍,並長期擔任多個INFORMS和EURO期刊的副編輯。在30多年的工業、政府、咨詢和學術界經驗中,他一直在應用、實施、開發、教授和宣揚電子表格工具和規範性分析技術。