The Statistical Imagination

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出版者:McGraw-Hill Publishing Co. 作者:Ferris J. Ritchey PhD 出品人: 页数:656 译者: 出版时间:2007-2-1 价格:GBP 29.99 装帧:Hardcover isbn号码:9780072943047 丛书系列:
图书标签
  • 统计学
  • 数据分析
  • 概率论
  • 统计思维
  • 科学方法
  • 数据可视化
  • 机器学习
  • 因果推断
  • 社会科学
  • 统计建模
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具体描述

"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》是一本深入探讨数据与逻辑之间关系的书籍,旨在引领读者理解统计学不仅是一种工具,更是一种思维方式和视角的转变。这本书通过系统化的论述,为读者打开了一扇理解复杂信息的窗口,让人们能够更清晰地看透数据背后的真相。作者以通俗易懂的语言,结合丰富的案例分析,使得统计学的概念不再难以理解,同时也强调了其在现实生活中的广泛应用。 书中内容涵盖了从基础统计知识到高级分析技术的各个层面,每一章都经过精心设计,以便读者能够一步步掌握其核心思想和运用方法。作者不仅介绍了各种统计模型和方法,还深入探讨了数据驱动决策的重要性,鼓励读者在处理实际问题时思考如何通过统计手段获得更可靠的结论。 《The Statistical Imagination》特别注重理论与实践的结合,通过大量真实案例,让读者感受到统计学的魅力和强大影响。在这一过程中,作者还提出了一系列启发性的观点,挑战读者思考如何在工作、学习甚至日常生活中运用统计分析来解决实际问题。书中还特别强调批判性思维的重要性,帮助读者学会辨识数据中的误导或隐含信息,从而做出更明智的判断。 书的结构设计也十分周到,每一部分都紧密衔接,确保读者能够在阅读过程中有条不紊地吸收内容,并进行反复思考。作者使用大量图表和例子,直观地展示了抽象概念,使得读者更容易理解和记忆所学的知识。这不仅提高了书籍的可读性,也增强了读者对统计学重要性的认识。 此外,《The Statistical Imagination》还关注跨学科的应用场景,从商业分析、社会研究到科学实验,每个章节都体现了统计学在不同领域的广泛影响。通过这些深度剖析,书籍不仅帮助读者掌握知识,更激发了他们对统计学未来发展的兴趣和探索欲望。 总的来说,这本书以其深刻的内容和独到的思维导向,为读者提供了一次全新的视角,让他们在理解统计学的同时,提升了综合分析能力与逻辑推理水平。无论是学术研究还是实际工作,都有助于读者更好地应用这一重要工具。

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