Applied Predictive Modeling, 1st ed. 2013, Corr. 2nd printing 2018
Authors: Kuhn Max, Johnson KjellLanguage: Anglais
Subjects for Applied Predictive Modeling:
In Print (Delivery period: 15 days).Add to cart the imprimé à la demande of Kuhn Max, Johnson Kjell
Publication date: 03-2019
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In Print (Delivery period: 15 days).Add to cart the livre of Kuhn Max, Johnson Kjell
Publication date: 03-2018
599 p. · 15.5x23.5 cm · Hardback
This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Dr. Kuhn is a Director of Non-Clinical Statistics at Pfizer Global R&
General Strategies.- Regression Models.- Classification Models.- Other Considerations.- Appendix.- References.- Indices.
Dr. Kuhn is a Director of Non-Clinical Statistics at Pfizer Global R&D in Groton Connecticut. He has been applying predictive models in the pharmaceutical and diagnostic industries for over 15 years and is the author of a number of R packages.
Dr. Johnson has more than a decade of statistical consulting and predictive modeling experience in pharmaceutical research and development. He is a co-founder of Arbor Analytics, a firm specializing in predictive modeling and is a former Director of Statistics at Pfizer Global R&D. His scholarly work centers on the application and development of statistical methodology and learning algorithms.
Book specializes in data analysis with focus on practice of predictive modeling
Useful as a guide for practitioners
Reader can reproduce all results using R
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