Statistical methods for geographers

書誌事項

Statistical methods for geographers

W.A.V. Clark, P.L. Hosking

Wiley, c1986

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注記

Includes bibliographies and index

内容説明・目次

内容説明

A textbook for advanced undergraduate/first year graduate level courses in statistical methods in geography. It presents methods useful in research design, hypothesis testing, and analyzing spatial and functional relationships. Basic statistical terms and techniques are introduced for displaying and describing distributions. The book also covers a range of working methods, including probability and sampling, simple linear regression, extensions of the simple linear model to multiple regression and its assumptions, stepwise logic regression and canonical and discriminant analysis.

目次

  • An Introduction to Statistical Methods
  • The Display of Distributions
  • Statistical Summaries of Distributions
  • Probability and Probability Functions
  • Sampling Designs and Sampling Methods
  • Statistical Inference: Fitting Probability Functions
  • Statistical Inference: Interval Estimation and Hypothesis Testing
  • An Introduction to Bivariate Relationships
  • The Simple Linear Regression Model
  • The General Linear Model - Multiple Regression
  • Issues in the Application of the General Linear Model
  • Extensions of Multivariate Linear Regression Methods
  • Alternative Forms of Multivariate Analysis.

「Nielsen BookData」 より

詳細情報

  • NII書誌ID(NCID)
    BA04370592
  • ISBN
    • 0471843172
  • LCCN
    85020309
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    x, 518 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
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