Statistical Analysis: Microsoft Excel 2013 (Paperback)
暫譯: 統計分析:Microsoft Excel 2013 (平裝本)

Conrad Carlberg

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Use Excel 2013’s statistical tools to transform your data into knowledge


Conrad Carlberg shows how to use Excel 2013 to perform core statistical tasks every business professional, student, and researcher should master. Using real-world examples, Carlberg helps you choose the right technique for each problem and get the most out of Excel’s statistical features, including recently introduced consistency functions. Along the way, he clarifies confusing statistical terminology and helps you avoid common mistakes.


You’ll learn how to use correlation and regression, analyze variance and covariance, and test statistical hypotheses using the normal, binomial, t, and F distributions. To help you make accurate inferences based on samples from a population, this edition adds two more chapters on inferential statistics, covering crucial topics ranging from experimental design to the statistical power of F tests.

 

Becoming an expert with Excel statistics has never been easier! You’ll find crystal-clear instructions, insider insights, and complete step-by-step projects—all complemented by extensive web-based resources.

  • Master Excel’s most useful descriptive and inferential statistical tools
  • Tell the truth with statistics—and recognize when others don’t
  • Accurately summarize sets of values
  • Infer a population’s characteristics from a sample’s frequency distribution
  • Explore correlation and regression to learn how variables move in tandem
  • Use Excel consistency functions such as STDEV.S() and STDEV.P()
  • Test differences between two means using z tests, t tests, and Excel’s Data Analysis Add-in
  • Use ANOVA to test differences between more than two means
  • Explore statistical power by manipulating mean differences, standard errors, directionality, and alpha
  • Take advantage of Recommended PivotTables, Quick Analysis, and other Excel 2013 shortcuts

商品描述(中文翻譯)

使用 Excel 2013 的統計工具將您的數據轉化為知識

Conrad Carlberg 展示了如何使用 Excel 2013 執行每位商業專業人士、學生和研究人員應該掌握的核心統計任務。通過現實世界的範例,Carlberg 幫助您為每個問題選擇合適的技術,並充分利用 Excel 的統計功能,包括最近引入的一致性函數。在此過程中,他澄清了令人困惑的統計術語,並幫助您避免常見錯誤。

您將學習如何使用相關性和回歸分析、變異數和協方差分析,以及使用常態分佈、二項分佈、t 分佈和 F 分佈來檢驗統計假設。為了幫助您根據來自母體的樣本做出準確的推論,本版新增了兩章關於推論統計的內容,涵蓋從實驗設計到 F 檢驗的統計效能等重要主題。

成為 Excel 統計專家的過程從未如此簡單!您將找到清晰明瞭的指導、內部見解和完整的逐步專案—所有這些都配有廣泛的網路資源。

- 精通 Excel 最有用的描述性和推論性統計工具
- 用統計說真話—並識別他人何時不這樣做
- 準確總結數值集
- 從樣本的頻率分佈推斷母體的特徵
- 探索相關性和回歸,了解變數如何共同變動
- 使用 Excel 一致性函數,如 STDEV.S() 和 STDEV.P()
- 使用 z 檢驗、t 檢驗和 Excel 的數據分析附加元件檢驗兩個均值之間的差異
- 使用 ANOVA 檢驗多於兩個均值之間的差異
- 通過操控均值差異、標準誤、方向性和 alpha 探索統計效能
- 利用推薦的樞紐分析表、快速分析和其他 Excel 2013 快捷方式