greenacre contents 2010

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CONTENTS Preface .............................................................................................................. 9 1. Biplots—the Basic Idea ............................................................................ 15 2. Regression Biplots .................................................................................... 25 3. Generalized Linear Model Biplots .......................................................... 35 4. Multidimensional Scaling Biplots ........................................................... 43 5. Reduced-Dimension Biplots .................................................................... 51 6. Principal Component Analysis Biplots .................................................... 59 7. Log-ratio Biplots ....................................................................................... 69 8. Correspondence Analysis Biplots ............................................................ 79 9. Multiple Correspondence Analysis Biplots I .......................................... 89 10. Multiple Correspondence Analysis Biplots II ......................................... 99 11. Discriminant Analysis Biplots .................................................................. 109 12. Constrained Biplots and Triplots ............................................................ 119 13. Case Study 1—Biomedicine Comparing Cancer Types According to Gene Expression Arrays ........ 129 14. Case Study 2—Socio-economics Positioning the “Middle” Category in Survey Research ........................ 139 15. Case Study 3—Ecology The Relationship between Fish Morphology and Diet ......................... 153 Appendix A: Computation of Biplots ............................................................ 167 Appendix B: Bibliography ............................................................................... 199 Appendix C: Glossary of Terms ...................................................................... 205 Appendix D: Epilogue .................................................................................... 213 List of Exhibits ................................................................................................ 221 Index ................................................................................................................ 231 About the Author ............................................................................................ 237 7

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Page 1: Greenacre Contents 2010

CONTENTS

Preface .............................................................................................................. 9

1. Biplots—the Basic Idea ............................................................................ 152. Regression Biplots .................................................................................... 253. Generalized Linear Model Biplots .......................................................... 354. Multidimensional Scaling Biplots ........................................................... 435. Reduced-Dimension Biplots .................................................................... 516. Principal Component Analysis Biplots.................................................... 597. Log-ratio Biplots ....................................................................................... 698. Correspondence Analysis Biplots ............................................................ 799. Multiple Correspondence Analysis Biplots I .......................................... 8910. Multiple Correspondence Analysis Biplots II ......................................... 9911. Discriminant Analysis Biplots .................................................................. 10912. Constrained Biplots and Triplots ............................................................ 11913. Case Study 1—Biomedicine

Comparing Cancer Types According to Gene Expression Arrays ........ 12914. Case Study 2—Socio-economics

Positioning the “Middle” Category in Survey Research ........................ 13915. Case Study 3—Ecology

The Relationship between Fish Morphology and Diet ......................... 153

Appendix A: Computation of Biplots ............................................................ 167Appendix B: Bibliography ............................................................................... 199Appendix C: Glossary of Terms ...................................................................... 205Appendix D: Epilogue .................................................................................... 213

List of Exhibits ................................................................................................ 221Index ................................................................................................................ 231About the Author ............................................................................................ 237

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