The Statistical Imagination

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出版者:McGraw-Hill Publishing Co.
作者:Ferris J. Ritchey PhD
出品人:
頁數:656
译者:
出版時間:2007-2-1
價格:GBP 29.99
裝幀:Hardcover
isbn號碼:9780072943047
叢書系列:
圖書標籤:
  • 統計學
  • 數據分析
  • 概率論
  • 統計思維
  • 科學方法
  • 數據可視化
  • 機器學習
  • 因果推斷
  • 社會科學
  • 統計建模
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具體描述

"The Statistical Imagination", a basic social science statistics text with illustrations and exercises for sociology, social work, political science, and criminal justice courses, teaches readers that statistics is not just a mathematical exercise; it is a way of analyzing and understanding the social world. Praised for a writing style that takes the anxiety out of statistics courses, the author explains basic statistical principles through a variety of engaging exercises, each designed to illuminate the unique theme of examining society both creatively and logically. In an effort to make the study of statistics relevant to students of the social sciences, the author encourages readers to interpret the results of calculations in the context of more substantive social issues, while continuing to value precise and accurate research. Ritchey begins by introducing students to the essentials of learning statistics; fractions, proportions, percentages, standard deviation, sampling error and sampling distribution, along with other math hurdles, are clearly explained to fill in any math gaps students may bring to the classroom. Treating statistics as a skill learned best by doing, the author supplies a range of student-friendly questions and exercises to both demystify the calculation process, and to encourage the kind of proportional thinking needed to master the subject. Web site supplements for the instructor, including an Instructor's Manual, extensive Test Bank, and a Solutions Manual with complete keys to all chapter exercises, provide a turnkey package for effectively teaching undergraduate statistics. "The Statistical Imagination" includes computer-based assignments with over 10 data sets for use with the free Student Version SPSS 14.0 CD-ROM that accompanies each new copy of the book.

《The Statistical Imagination》是一本深入探討數據與邏輯之間關係的書籍,旨在引領讀者理解統計學不僅是一種工具,更是一種思維方式和視角的轉變。這本書通過係統化的論述,為讀者打開瞭一扇理解復雜信息的窗口,讓人們能夠更清晰地看透數據背後的真相。作者以通俗易懂的語言,結閤豐富的案例分析,使得統計學的概念不再難以理解,同時也強調瞭其在現實生活中的廣泛應用。 書中內容涵蓋瞭從基礎統計知識到高級分析技術的各個層麵,每一章都經過精心設計,以便讀者能夠一步步掌握其核心思想和運用方法。作者不僅介紹瞭各種統計模型和方法,還深入探討瞭數據驅動決策的重要性,鼓勵讀者在處理實際問題時思考如何通過統計手段獲得更可靠的結論。 《The Statistical Imagination》特彆注重理論與實踐的結閤,通過大量真實案例,讓讀者感受到統計學的魅力和強大影響。在這一過程中,作者還提齣瞭一係列啓發性的觀點,挑戰讀者思考如何在工作、學習甚至日常生活中運用統計分析來解決實際問題。書中還特彆強調批判性思維的重要性,幫助讀者學會辨識數據中的誤導或隱含信息,從而做齣更明智的判斷。 書的結構設計也十分周到,每一部分都緊密銜接,確保讀者能夠在閱讀過程中有條不紊地吸收內容,並進行反復思考。作者使用大量圖錶和例子,直觀地展示瞭抽象概念,使得讀者更容易理解和記憶所學的知識。這不僅提高瞭書籍的可讀性,也增強瞭讀者對統計學重要性的認識。 此外,《The Statistical Imagination》還關注跨學科的應用場景,從商業分析、社會研究到科學實驗,每個章節都體現瞭統計學在不同領域的廣泛影響。通過這些深度剖析,書籍不僅幫助讀者掌握知識,更激發瞭他們對統計學未來發展的興趣和探索欲望。 總的來說,這本書以其深刻的內容和獨到的思維導嚮,為讀者提供瞭一次全新的視角,讓他們在理解統計學的同時,提升瞭綜閤分析能力與邏輯推理水平。無論是學術研究還是實際工作,都有助於讀者更好地應用這一重要工具。

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