Statistical methods: the geometric approach

Abstract

Basic Ideas: Introduction: The Geometric Tool Kit. The Statistical Tool Kit. Tool Kits At Work.- Introduction to Analysis of Variance: Single Population Questions. Questions About Two Populations. Questions About Several Populations. Orthogonal Contrasts: Class Comparisons. Factorial Contrasts. Polynomial Contrasts. Pairwise Comparisons.- Introducing Blocking: Randomized Block Design. Latin Square Design. Split Plot Design.- Fundamentals of Regression: Simple Regression.- Polynomial Regression.- Analysis of Covariance.- General Summary. Appendices: A: Unequal Replications. Two Populations. B: Unequal Replications. Several Populations. C: Alternative Factorial Notation. D: Regression Through the Origin. E: Confidence Intervals. T: Statistical Tables. References. Index.