1 Hurricanes, Climate, and Statistics 1.1 Hurricanes 1.2 Climate 1.3 Statistics 1.4 R 1.5 Organization
2 R Tutorial 2.1 Introduction 2.2 Data 2.2.1 Small amounts 2.2.2 Functions 2.2.3 Vectors 2.2.4 Structured data 2.2.5 Logic 2.2.6 Imports 2.3 Tables and Plots
3 Classical Statistics 3.1 Descriptive Statistics 3.2 Probability and Distributions 3.3 One-Sample Tests 3.4 Wilcoxon Signed-Rank Test 3.5 Two-Sample Tests 3.6 Statistical Formula 3.7 Compare Variances 3.8 Two-Sample Wilcoxon Test 3.9 Correlation 3.10 Linear Regression 3.11 Multiple Linear Regression
4 Bayesian Statistics 4.1 Learning About the Proportion of Landfalls 4.2 Inference 4.3 Credible Interval 4.4 Predictive Density 4.5 Is Bayes Rule Needed? 4.6 Bayesian Computation
5 Graphs and Maps 5.1 Graphs 5.2 Time series 5.3 Maps 5.4 Coordinate Reference Systems 5.5 Export 5.6 Other Graphic Packages
6 Data Sets 6.1 Best-Tracks 6.2 Annual Aggregation 6.3 Coastal County Winds 6.4 NetCDF Files
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