Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 62.55 MB
Format: PDF, Mobi
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This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them.

Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer
ISBN: 9781461468486
Size: 36.71 MB
Format: PDF, ePub
View: 7770
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While the text is biased against complex equations, a mathematical background is needed for advanced topics. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them.

Applied Predictive Analytics

Author: Dean Abbott
Publisher: John Wiley & Sons
ISBN: 111872769X
Size: 56.83 MB
Format: PDF, Kindle
View: 5409
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The ability to successfully apply predictive analytics enables businesses to effectively interpret big data; essential for competition today This guide teaches not only the principles of predictive analytics, but also how to apply them to ...

Regression Modeling Strategies

Author: Frank Harrell
Publisher: Springer
ISBN: 3319194259
Size: 80.10 MB
Format: PDF, ePub
View: 986
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This text realistically deals with model uncertainty and its effects on inference, to achieve "safe data mining." It also presents many graphical methods for communicating complex regression models to non-statisticians.

Modeling Techniques In Predictive Analytics

Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133412954
Size: 70.46 MB
Format: PDF, Kindle
View: 3467
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Today, successful firms compete and win based on analytics. Modeling Techniques in Predictive Analytics brings together all the concepts, techniques, and R code you need to excel in any role involving analytics.

An Introduction To Statistical Learning

Author: Gareth James
Publisher: Springer Science & Business Media
ISBN: 1461471389
Size: 24.54 MB
Format: PDF, Docs
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This book presents some of the most important modeling and prediction techniques, along with relevant applications.

Personalized Predictive Modelling In Type 1 Diabetes

Author: Eleni I. Georga
Publisher: Academic Press
ISBN: 0128051469
Size: 18.27 MB
Format: PDF, ePub, Docs
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This book will help engineers and clinicians to: select a regression technique which can capture both linear and non-linear dynamics in glucose metabolism in diabetes, and which exhibits good generalization performance under stationary and ...

Practical Predictive Analytics And Decisioning Systems For Medicine

Author: Linda Miner
Publisher: Academic Press
ISBN: 012411640X
Size: 12.95 MB
Format: PDF, ePub, Mobi
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Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner.