Statistical Methods for Geography: A Student’s Guide

Abstract

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

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