Statistical methods for geography

書誌事項

Statistical methods for geography

Peter A. Rogerson

Sage Publications, c2001

  • : pbk

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注記

Includes bibliography (p. [229]-232) and index

内容説明・目次

内容説明

Statistical Methods for Geography is a systematic introduction to the essential techniques that all students must understand to complete a module in statistical analysis. It provides an integrated overview of spatial data and spatial data analysis. Key features include: - An applied focus on methods for geographers: the text presents a detailed discussion of regression analysis and autocorrelation - the principal methods of statistical inference used in geography - An introduction to the principles of spatial analysis and spatial patterns, including probability and probability models; hypothesis testing and sampling; analysis of variance; point patterns; and patterns in areal data. The text concludes with an overview of data reduction techniques - Unlike other introductory primers, Statistical Methods for Geography includes self-assessment exercises - with downloadable data sets - at the end of each chapter. The use and application of statistical software - including SPSS - is discussed throughout. Statistical Methods for Geography will be required reading for undergraduate modules in statistical analysis and a useful precis of techniques for post-graduate students `Peter Rogerson has provided us with an accessible introduction to the main statistical procedures used by geographers, along with valuable illustrations of how these can be applied using SPSS for Windows. As a primer in statistical analysis for geographers it will be widely used and appreciated.' - Professor Ron Johnston, School of Geographical Sciences, University of Bristol

目次

Introduction to Statistical Analysis in Geography Probability and Probability Models Hypothesis Testing and Sampling Analysis of Variance Correlation Introduction to Regression Analysis More on Regression Spatial Patterns Some Spatial Aspects of Regression Analysis Data Reduction Factor Analysis and Cluster Analysis

「Nielsen BookData」 より

詳細情報

  • NII書誌ID(NCID)
    BA51837937
  • ISBN
    • 0761962875
    • 0761962883
  • 出版国コード
    uk
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    London
  • ページ数/冊数
    xii, 236 p.
  • 大きさ
    25 cm
  • 件名
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