Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 21.51 MB
Format: PDF, ePub, Docs
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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: 65.30 MB
Format: PDF, Docs
View: 7631
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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: 45.48 MB
Format: PDF, Docs
View: 7272
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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: 15.72 MB
Format: PDF, Docs
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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: 78.24 MB
Format: PDF
View: 2991
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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.

Applied Predictive Control

Author: Sunan Huang
Publisher: Springer Science & Business Media
ISBN: 9781852333386
Size: 16.87 MB
Format: PDF, ePub, Mobi
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Three main schemes for advanced predictive control are addressed in this book: • Smith Predictive Control; • Generalised Predictive Control; • a form of predictive control based on Finite Spectrum Assignment.

An Introduction To Statistical Learning

Author: Gareth James
Publisher: Springer Science & Business Media
ISBN: 1461471389
Size: 70.90 MB
Format: PDF, Mobi
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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: 78.75 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 ...