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Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

Understanding Advanced Statistical Methods

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Understanding Advanced Statistical Methods pdf epub mobi 著者簡介

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Providing a much-needed bridge between elementary statistics courses and advanced research methods courses, Understanding Advanced Statistical Methods helps students grasp the fundamental assumptions and machinery behind sophisticated statistical topics, such as logistic regression, maximum likelihood, bootstrapping, nonparametrics, and Bayesian methods. The book teaches students how to properly model, think critically, and design their own studies to avoid common errors. It leads them to think differently not only about math and statistics but also about general research and the scientific method. With a focus on statistical models as producers of data, the book enables students to more easily understand the machinery of advanced statistics. It also downplays the "population" interpretation of statistical models and presents Bayesian methods before frequentist ones. Requiring no prior calculus experience, the text employs a "just-in-time" approach that introduces mathematical topics, including calculus, where needed. Formulas throughout the text are used to explain why calculus and probability are essential in statistical modeling. The authors also intuitively explain the theory and logic behind real data analysis, incorporating a range of application examples from the social, economic, biological, medical, physical, and engineering sciences. Enabling your students to answer the why behind statistical methods, this text teaches them how to successfully draw conclusions when the premises are flawed. It empowers them to use advanced statistical methods with confidence and develop their own statistical recipes. Ancillary materials are available on the book's website.

Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

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發表於2025-03-12

Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

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出版者:Chapman and Hall/CRC

作者:Peter Westfall

出品人:

頁數:569

譯者:

出版時間:2013-5-10

價格:GBP 56.99

裝幀:Hardcover

isbn號碼:9781466512108

叢書系列:

圖書標籤: 統計學統計 Statistics 數據科學 statistics 數據處理教材投資

Understanding Advanced Statistical Methods 2025 pdf epub mobi 電子書下載

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Understanding Advanced Statistical Methods pdf epub mobi 用戶評價

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一個全麵涉及統計學基本理論的導論書，頻率學派，貝葉斯，最大似然和似然比檢驗等等。時間和能力關係後麵三章放棄。對於非統計專業人，需要對統計學有一定瞭解和初步基礎。看的很痛苦，因為沒有統計基礎，並且英文閱讀能力也受限。

評分☆☆☆☆☆

一個全麵涉及統計學基本理論的導論書，頻率學派，貝葉斯，最大似然和似然比檢驗等等。時間和能力關係後麵三章放棄。對於非統計專業人，需要對統計學有一定瞭解和初步基礎。看的很痛苦，因為沒有統計基礎，並且英文閱讀能力也受限。

評分☆☆☆☆☆

後麵關於假設檢驗的部分寫的很贊。

評分☆☆☆☆☆

講人話、公式推導不跳步、例子簡潔有力、傳遞獨特而非爛大街的信息，能夠做到這幾點的統計書一般就是好書，但如果做不到還能被廣大讀者公認好書的就是神書，此書屬於前者。書有兩個問題，書名不準確，明明是Understanding Fundamental Statistical Methods，其內容一點都不Advanced，第二是太Fundamental瞭，唯一看似高級一點的Robustness and Nonparametric Methods都沒有介紹真正核心的技術，評價扣一星就在這裏，我個人現在尤其喜好高級非參，沒有就低瞭一個檔次。此書的理想定位應該是本科相關專業統計入門輔助讀物，其略顯詼諧輕鬆的寫作風格不太適閤教科書，可其對專業術語和概念的剖析要比99%的教科書更為深入易懂，四星評價全在於此。

評分☆☆☆☆☆

講人話、公式推導不跳步、例子簡潔有力、傳遞獨特而非爛大街的信息，能夠做到這幾點的統計書一般就是好書，但如果做不到還能被廣大讀者公認好書的就是神書，此書屬於前者。書有兩個問題，書名不準確，明明是Understanding Fundamental Statistical Methods，其內容一點都不Advanced，第二是太Fundamental瞭，唯一看似高級一點的Robustness and Nonparametric Methods都沒有介紹真正核心的技術，評價扣一星就在這裏，我個人現在尤其喜好高級非參，沒有就低瞭一個檔次。此書的理想定位應該是本科相關專業統計入門輔助讀物，其略顯詼諧輕鬆的寫作風格不太適閤教科書，可其對專業術語和概念的剖析要比99%的教科書更為深入易懂，四星評價全在於此。

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