Statistical Graphics for Visualizing Multivariate Data, Vol. 12 Book

	Acknowledgments	v
	Series Editor's Introduction	vii
1.	Introduction	1
	The Challenge of Multivariate Data: An Example	1
	The Concept of a Data Space	4
	Conclusions	8
2.	Multiple-Code Plotting Symbols in Scatterplots	10
	Incorporating a Categorical Variable	11
	Incorporating Several Quantitative Variables	13
	Conclusions	15
3.	Profile Plots	17
	Histogram Plots	17
	Profile or Polygon Plots	19
	Star Plots	22
	Conclusions	25
4.	Three-Dimensional Plots for Trivariate Data	27
	Three-Dimensional Scatterplots	28
	Bubble Plots	33
	Conclusions	37
5.	The Scatterplot Matrix	38
	Features of the Scatterplot Matrix	39
	Variations of the Scatterplot Matrix	43
	Using and Interpreting the Scatterplot Matrix	48
	Conclusions	52
6.	Conditioning Plots	53
	Basic Features and Definitions	53
	The Casement Display	54
	Conditioning on Values of a Continuous Variable	58
	The Coplot Display	60
	The Trellis Display Strategy	63
	Plots With Several Conditioning Variables	65
	General Principles for Conditioning Plots	70
	Conclusions	72
7.	The Biplot	73
	Construction of a Biplot	73
	Biplot Approximation of the Data	75
	Interpreting the Contents of the Biplot	77
	Example of a Biplot	77
	Variations of the Basic Biplot	81
	Conclusions	85
8.	Conclusions	85
Appendix	Software Considerations	90
	Notes	96
	References	99
	About the Author	103