Introduction to statistics and data analysis : with exercises, solutions and applications in R

著者

    • Heumann, Christian
    • Schomaker, Michael

書誌事項

Introduction to statistics and data analysis : with exercises, solutions and applications in R

Christian Heumann, Michael Schomaker, Shalabh

Springer, c2016

  • : pbk

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

This introductory statistics textbook conveys the essential concepts and tools needed to develop and nurture statistical thinking. It presents descriptive, inductive and explorative statistical methods and guides the reader through the process of quantitative data analysis. In the experimental sciences and interdisciplinary research, data analysis has become an integral part of any scientific study. Issues such as judging the credibility of data, analyzing the data, evaluating the reliability of the obtained results and finally drawing the correct and appropriate conclusions from the results are vital. The text is primarily intended for undergraduate students in disciplines like business administration, the social sciences, medicine, politics, macroeconomics, etc. It features a wealth of examples, exercises and solutions with computer code in the statistical programming language R as well as supplementary material that will enable the reader to quickly adapt all methods to their own applications.

目次

Part I Descriptive Statistics: Introduction and Framework.- Frequency Measures and Graphical Representation of Data.- Measures of Central Tendency and Dispersion.- Association of Two Variables.- Part I Probability Calculus: Combinatorics.- Elements of Probability Theory.- Random Variables.- Probability Distributions.- Part III Inductive Statistics: Inference.- Hypothesis Testing.- Linear Regression.- Part IV Appendices: Introduction to R.- Solutions to Exercises.- Technical Appendix.- Visual Summaries.

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詳細情報

  • NII書誌ID(NCID)
    BB23735255
  • ISBN
    • 9783319461601
    • 9783319834566
  • 出版国コード
    sz
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Cham
  • ページ数/冊数
    xiii, 456 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
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