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


Understanding Advanced Statistical Methods pdf epub mobi 圖書描述

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2025-03-06

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
想要找書就要到 本本書屋
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我見過的最好的統計學導論著作

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筆記整理中。非常厲害的解釋。

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