Foundations of Data Analysis
暫譯: 數據分析基礎

Nguyen, Mike

Foundations of Data Analysis
  • 出版商: Springer
  • 出版日期: 2025-10-02
  • 售價: $4,480
  • 貴賓價: 9.5 折 $4,256
  • 語言: 英文
  • 頁數: 287
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032018579
  • ISBN-13: 9783032018571
  • 相關分類: 機率統計學 Probability-and-statistics

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相關主題

商品描述

This volume is designed not only as a foundation for mastering modern data analysis but also as a trusted companion for revision and review. Whether you're encountering these ideas for the first time or revisiting them to reinforce your understanding, this book provides a clear and structured pathway.

It introduces essential topics such as descriptive statistics, probability, and statistical inference, while laying the groundwork for more advanced analytical methods. Emphasis is placed on conceptual clarity, interpretation, and practical intuition--making the material both rigorous and accessible.

Rich with examples from business, economics, and policy research, this book equips students, professionals, and self-learners alike with the tools needed for applied data analysis and future modeling work.

商品描述(中文翻譯)

本書不僅旨在作為掌握現代數據分析的基礎，還是修訂和複習的可靠夥伴。無論您是第一次接觸這些概念，還是重新回顧以加強理解，本書都提供了一條清晰且結構化的學習路徑。

本書介紹了描述性統計、機率和統計推斷等基本主題，同時為更高級的分析方法奠定基礎。重點放在概念的清晰性、解釋和實用直覺上，使材料既嚴謹又易於理解。

本書充滿來自商業、經濟學和政策研究的範例，為學生、專業人士和自學者提供了進行應用數據分析和未來建模工作所需的工具。

作者簡介

Dr. Mike Nguyen is a professor of marketing and data science whose research is deeply informed by active collaborations with firms in telecommunications, financial institutions, and digital platforms. He teaches data analytics and causal inference at both undergraduate and graduate levels, with an emphasis on business applications in marketing, finance, and strategic decision-making. His work integrates econometrics, machine learning, and experimental design to tackle real-world problems. Dr. Nguyen designs research-based solutions in partnership with industry to inform both theory and practice.

作者簡介(中文翻譯)

麥克·阮博士（Dr. Mike Nguyen）是行銷與數據科學的教授，他的研究深受與電信公司、金融機構及數位平台的積極合作影響。他在本科及研究生階段教授數據分析和因果推斷，重點放在行銷、金融及策略決策中的商業應用。他的工作結合了計量經濟學、機器學習和實驗設計，以解決現實世界中的問題。阮博士與業界合作設計基於研究的解決方案，以促進理論與實踐的發展。

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