Elementary statistics for geographers
James E. Burt, Gerald M. Barber, David L. Rigby
Abstract
James E. Burt, Gerald M. Barber, David L. Rigby
Abstract
1. Statistics and Geography I. Descriptive Statistics 2. Univariate Descriptive Statistics 3. Descriptive Statistics for Spatial Distributions II. Inferential Statistics 5. Elementary Probability Theory 6. Random Variables and Probability Distributions 7. Sampling 8. Parametric Statistical Inference: Estimation 9. Parametric Statistical Inference: Hypothesis Testing 10. Parametric Statistical Inference: Two Sample Tests 11. Nonparametric Statistics III. Statistical Relationships Between Two Variables 12. Correlation Analysis 13. Introduction to Regression Analysis 14. Inferential Aspects of Regression Analysis 15. Time Series Models IV. Modern Methods of Analysis 16. Exploratory Data Analysis 17. Bootstrapping and Related Computer Intensive Methods
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1. Statistics and Geography I. Descriptive Statistics 2. Univariate Descriptive Statistics 3. Descriptive Statistics for Spatial Distributions II. Inferential Statistics 5. Elementary Probability Theory 6. Random Variables and Probability Distributions 7. Sampling 8. Parametric Statistical Inference: Estimation 9. Parametric Statistical Inference: Hypothesis Testing 10. Parametric Statistical Inference: Two Sample Tests 11. Nonparametric Statistics III. Statistical Relationships Between Two Variables 12. Correlation Analysis 13. Introduction to Regression Analysis 14. Inferential Aspects of Regression Analysis 15. Time Series Models IV. Modern Methods of Analysis 16. Exploratory Data Analysis 17. Bootstrapping and Related Computer Intensive Methods
Key concepts: Statistical inference, Statistics, Exploratory data analysis, Descriptive statistics, Nonparametric statistics, Bootstrapping (finance), Sampling distribution, Mathematical statistics