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Statistical Methods for Geography: A Student's Guide

Statistical Methods for Geography: A Student's Guide


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About the Book

'This book provides students with everything they need to know in both a basic statistics course and also in introductory courses focused on spatial data analysis. It is extremely well-written, well-organised and has plenty of easily understood examples - really the ideal textbook. I recommend it extremely highly' - Stewart Fotheringham, Director, National Centre for Geocomputation National University of Ireland Maynooth The Third Edition of this bestselling student favourite has again been revised and updated to provide an expert introduction to the principal methods and techniques needed to understand a statistics module. Features new to this edition include: - further introductory material - updated exercises and illustrative examples - updated downloadable datasets

Table of Contents:
Preface to the Second Edition Preface to the Third Edition Introduction to Statistical Methods for Geography Descriptive Statistics Probability and Discrete Probability Distributions Continuous Probability Distributions and Probability Models Inferential Statistics: Confidence Intervals, 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 Epilogue Appendix A: Statistical Tables Table A.1 Random Digits Table A.2 Normal Distribution Table A.3 Student's t-Distribution Table A.4 Cumulative t-Distribution Table A.5 F-Distribution Table A.6 X2 Distribution Appendix B: Mathematical Conventions and Notation B.1 Mathematical Conventions B.2 Mathematical Notation Appendix C: Review and Extension of Some Probability Theory C.1 Expected Values C.2 Variation of a Random Variable C.3 Covariance of Random Variables

About the Author :
Peter A. Rogerson is SUNY (State University of New York) Distinguished Professor in the Department of Geography at the University at Buffalo, Buffalo, New York, USA. He also holds an adjunct appointment in the Department of Biostatistics.

Review :
This book provides students with everything they need to know in both a basic statistics course and also in introductory courses focused on spatial data analysis. It is extremely well-written, well-organised and has plenty of easily understood examples - really the ideal textbook. I recommend it extremely highly Stewart Fotheringham Director, National Centre for Geocomputation National University of Ireland Maynooth It should be stated on the outset: this is an excellent textbook recommended for all geographers, students and teachers alike. The book excels in many aspects: its content is rich and well balanced, its clarity is superb, and it is replete with examples and exercises. The book is user-friendly to students who are interested in understanding the application of statistical tests and in properly interpreting the results, rather than in delving in the mathematics involved. Shaul Krakover Geography Research Forum -- Stewart Fotheringham It should be stated on the outset: this is an excellent textbook recommended for all geographers, students and teachers alike. The book excels in many aspects: its content is rich and well balanced, its clarity is superb, and it is replete with examples and exercises. The book is user-friendly to students who are interested in understanding the application of statistical tests and in properly interpreting the results, rather than in delving in the mathematics involved. -- Shaul Krakover


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Product Details
  • ISBN-13: 9781446203330
  • Publisher: SAGE Publications Ltd
  • Publisher Imprint: SAGE Publications Ltd
  • Edition: Revised edition
  • No of Pages: 368
  • ISBN-10: 1446203336
  • Publisher Date: 26 Jul 2011
  • Binding: Digital (delivered electronically)
  • Language: English
  • Sub Title: A Student's Guide


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