Basic Statistical Concepts in Geography
  • Chapter 1: Introduction to Statistics and Geography
  • Chapter 1: Examples of hypotheses
  • Chapter 2: Geographic Data - Introduction
  • Chapter 2: Data Types
  • Chapter 2: Classification
  • Chapter 2: Classification Map Examples
Descriptive Problem Solving in Geography
  • Chapter 3: Measures of Central Tendency
  • Chapter 3 - Measures of Dispersion
  • Chapter 3: Shape and Relative Position
  • Chapter 3: Considerations for Spatial Data and Descriptive Statistics
  • Chapter 4: Descriptive Spatial Statistics - Central Tendency
  • Chapter 4: Spatial Dispersion
The Transition to Inferential Problem Solving
  • Chapter 5: Probability - Terms and Definitions
  • Chapter 5: Probability - Probability Rules
  • Chapter 5: Probability - Binomial Distribution
  • Chapter 5: Probability - Geometric Distribution
  • Chapter 5: Probability - Poisson
  • Chapter 5: Probability - Poisson Spatial
  • Chapter 6: The Normal Distribution - Introduction
  • Chapter 6: The Normal Distribution - Calculation
  • Chapter 6: The Normal Distribution - Last Spring Frost Example
  • Chapter 8: Estimation in Sampling - Introduction
  • Chapter 8: Estimation in Sampling - Central Limit Theorem
  • Chapter 8: Estimation in Sampling - Confidence Intervals
  • Chapter 8: Estimation in Sampling - Examples
Inferential Problem Solving in Geography
  • Chapter 9: Elements of Inferential Statistics - Terms and Concepts
  • Chapter 9: Elements of Inferential Statistics - one sample difference of means
  • Chapter 10: Two Sample Difference Tests - Introduction
  • Chapter 10: Two sample difference of means - calculation
  • Chapter 10: Difference of Proportions - calculation
  • Chapter 10: Matched Pairs Test
  • Chapter 11: ANOVA - Introduction
  • Chapter 11: ANOVA - Calculation
  • Chapter 11: ANOVA - Examples
Inferential Spatial Statistics
  • Chapter 13: General Issues in Inferential Spatial Statistics
  • Chapter 14: Point Pattern Analysis - Nearest Neighbor
  • Chapter 14: Point Pattern Analysis - Quadrat Analysis
  • Chapter 15: Area Pattern Analysis - Join Count
  • Chapter 15: Area Pattern Analysis - Moran's I (Introduction)
  • Chapter 15: Area Pattern Analysis - Moran's I (conclusion)
Statistical Relationships Between Variables
  • Chapter 16: Correlation - Introduction
  • Chapter 16: Correlation - Pearson
  • Chapter 16: Correlation - Spearman
  • Chapter 17: Simple Linear Regression - Introduction
  • Chapter 17: Simple Linear Regression - Calculation
  • Chapter 17: Simple Linear Regression - Interpretation
  • Chapter 18: Multiple Regression - Introduction