Introduction to statistics : using interactive MM*Stat elements

書誌事項

Introduction to statistics : using interactive MM*Stat elements

Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz

Springer, c2015

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内容説明・目次

内容説明

This book covers all the topics found in introductory descriptive statistics courses, including simple linear regression and time series analysis, the fundamentals of inferential statistics (probability theory, random sampling and estimation theory), and inferential statistics itself (confidence intervals, testing). Each chapter starts with the necessary theoretical background, which is followed by a variety of examples. The core examples are based on the content of the respective chapter, while the advanced examples, designed to deepen students' knowledge, also draw on information and material from previous chapters. The enhanced online version helps students grasp the complexity and the practical relevance of statistical analysis through interactive examples and is suitable for undergraduate and graduate students taking their first statistics courses, as well as for undergraduate students in non-mathematical fields, e.g. economics, the social sciences etc.

目次

Basics.- One-Dimensional Frequency Distributions.- Probability Theory.- Combinatorics.- Random Variables.- Probability Distributions.- Sampling Theory.- Estimation.- Statistical Tests.- Two-dimensional Frequency Distribution.- Regression.- Time Series Analysis.

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詳細情報

  • NII書誌ID(NCID)
    BB21409148
  • ISBN
    • 9783319177038
  • 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
    xx, 516 p.
  • 大きさ
    25 cm
  • 分類
  • 件名
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