Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery
A comprehensive introduction to statistical methods for data mining and knowledge discovery.
Extensive solutions using actual data (with sample R programming code) are provided, illustrating diverse informatic sources in genomics, biomedicine, ecological remote sensing, astronomy, socioeconomics, marketing, advertising and finance, among many others.
eBook - ePub
Statistical Data Analytics
Foundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Statistical Data Analytics
Foundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual
About this book
Information
Table of contents
- Cover
- Title Page
- Copyright
- Table of Contents
- Dedication
- Preface
- Chapter 1: Data analytics and data mining
- Chapter 2: Basic probability and statistical distributions
- Chapter 3: Data manipulation
- Chapter 4: Data visualization and statistical graphics
- Chapter 5: Statistical inference
- Chapter 6: Exercise Solutions
- Chapter 7: Techniques for supervised learning: multiple linear regression
- Chapter 8: Supervised learning: generalized linear models
- Chapter 9: Supervised learning: classification
- Chapter 10: Techniques for unsupervised learning: dimension reduction
- Chapter 11: Techniques for unsupervised learning: clustering and association
- References
- End User License Agreement
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Yes, you can access Statistical Data Analytics by Walter W. Piegorsch in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over 1.5 million books available in our catalogue for you to explore.