Excel Data Analysis: Modeling and Simulation (Hardcover)
暫譯: Excel 數據分析:建模與模擬 (精裝版)

Hector Guerrero

  • 出版商: Springer
  • 出版日期: 2010-03-11
  • 售價: $4,560
  • 貴賓價: 9.5$4,332
  • 語言: 英文
  • 頁數: 338
  • 裝訂: Hardcover
  • ISBN: 3642108342
  • ISBN-13: 9783642108341
  • 相關分類: ExcelData Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book is written for the students and practitioners who are looking for a single introductory Excel-based resource that covers three essential business and analytical skills—Data Analysis, Business Modeling, and Simulation of Complex Problems. The focus of the book is clearly on analysis of problems for decision making, yet detailed explanations regarding how to use Excel tools are provided. After many years of teaching and consulting, it is abundantly clear to me that for most students, a good example is worth its weight in gold. This book contains many excellent examples in each chapter, some simple and others more complex, and there is an abundance of exhibits to guide the student through the maze of steps necessary for each analysis.

The content is quite diverse: data presentation — the Feng Shui of spreadsheets, effective communication and collaboration, data preparation — import, scrub, manipulate data, data analysis — statistical methods: descriptive, inferential, and predictive, Design of Experiments, modeling — deterministic, probabilistic, What-if, Scenarios, simulation — quantifying uncertainty, Monte Carlo Simulation, optimization — constrained, Linear Programming, non-linear models, Goal Seek.

Couple these features with detailed discussions of how to realistically organize and extract insight from complex problems, and I believe you have a unique educational combination in one book.

商品描述(中文翻譯)

這本書是為尋找單一入門 Excel 資源的學生和從業者所撰寫,涵蓋三項基本的商業和分析技能——數據分析、商業建模和複雜問題的模擬。這本書的重點明確放在問題分析以便於決策,然而也提供了如何使用 Excel 工具的詳細說明。經過多年的教學和諮詢,我深知對於大多數學生來說,一個好的範例是非常珍貴的。這本書在每一章中都包含了許多優秀的範例,有些簡單,有些則較為複雜,並且有大量的展示來指導學生完成每個分析所需的步驟。

內容相當多樣化:數據呈現——電子表格的風水、有效的溝通與協作、數據準備——導入、清理、操作數據、數據分析——統計方法:描述性、推論性和預測性、實驗設計、建模——確定性、隨機性、假設情境、模擬——量化不確定性、蒙地卡羅模擬、優化——受限的、線性規劃、非線性模型、目標尋找。

將這些特點與如何現實地組織和提取複雜問題的見解的詳細討論結合起來,我相信這本書提供了一個獨特的教育組合。