R IN ACTION Data analysis and graphics with R 1st edition by Robert Kabacoff – Ebook PDF Instant Download/Delivery: 1935182399 , 9781935182399
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Product details:
ISBN 10: 1935182399
ISBN 13: 9781935182399
Author: Robert Kabacoff
R in Action is the first book to present both the R system and the use cases that make it such a compelling package for business developers. The book begins by introducing the R language, including the development environment. Focusing on practical solutions, the book also offers a crash course in practical statistics and covers elegant methods for dealing with messy and incomplete data using features of R.
R IN ACTION Data analysis and graphics with R 1st Table of contents:
PREFACE
ACKNOWLEDGMENTS
ABOUT THIS BOOK
ABOUT THE COVER ILLUSTRATION
PART I GETTING STARTED
1. INTRODUCTION TOR▸
2. CREATING A DATASET▸
2. GETTING STARTED WITH GRAPHS▸
4. BASIC DATA MANAGEMENT▸
5. ADVANCED DATA MANAGEMENT▸
PART II BASIC METHODS
6. BASIC GRAPHS
7. BASIC STATISTICS▸
PART III INTERMEDIATE METHODS
& REGRESSION▸
9. ANALYSIS OF VARIANCE▸
10. POWER ANALYSIS▸
11. INTERMEDIATE GRAPHS▸
12. RESAMPLING STATISTICS AND BOOTSTRAPPING▸
PART IV ADVANCED METHODS
13. GENERALIZED LINEAR MODELS▸
14. PRINCIPAL COMPONENTS AND FACTOR ANALYSIS▸
15. ADVANCED METHODS FOR MISSING DATA▸
16. ADVANCED GRAPHICS▸
AFTERWORD INTO THE RABBIT HOLE
APPENDIX A: GRAPHIC USER INTERFACES
APPENDIX B: CUSTOMIZING THE STARTUP ENVIRONMENT
APPENDIX C: EXPORTING DATA FROM R
APPENDIX D: CREATING PUBLICATION-QUALITY OUTPUT
APPENDIX E: MATRIX ALGEBRA INR
APPENDIX F: PACKAGES USED IN THIS BOOK
APPENDIX G: WORKING WITH LARGE DATASETS
APPENDIX H: UPDATING AN RINSTALLATION INDEX
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Tags: Robert Kabacoff, R IN ACTION, Data analysis