Applied Predictive Modeling

Author: Max Kuhn
Publisher: Springer Science & Business Media
ISBN: 1461468493
Size: 76.31 MB
Format: PDF, Mobi
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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 Modeling

Author: Max Kuhn
Publisher: Springer
ISBN: 9781461468486
Size: 25.91 MB
Format: PDF, ePub, Mobi
View: 1899
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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 Analytics

Author: Dean Abbott
Publisher: John Wiley & Sons
ISBN: 111872769X
Size: 39.80 MB
Format: PDF, ePub, Docs
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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 ...

92 Applied Predictive Modeling Techniques In R

Author: N. D. Lewis
Publisher: CreateSpace
ISBN: 9781517516796
Size: 27.71 MB
Format: PDF, ePub, Docs
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About This Book This jam-packed book takes you under the hood with step by step instructions using the popular and free R predictive analytics package.

Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1351652389
Size: 40.86 MB
Format: PDF, Mobi
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The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine ...

Regression Modeling Strategies

Author: Frank Harrell
Publisher: Springer
ISBN: 3319194259
Size: 36.12 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.

Applied Predictive Control

Author: Sunan Huang
Publisher: Springer Science & Business Media
ISBN: 9781852333386
Size: 39.76 MB
Format: PDF, Docs
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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.

Predictive Modeling Applications In Actuarial Science

Author: Edward W. Frees
Publisher: Cambridge University Press
ISBN: 1107029872
Size: 76.61 MB
Format: PDF, ePub, Docs
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This book is for actuaries and financial analysts developing their expertise in statistics and who wish to become familiar with concrete examples of predictive modeling.

Mastering Predictive Analytics With R

Author: Rui Miguel Forte
Publisher: Packt Publishing Ltd
ISBN: 1783982810
Size: 63.91 MB
Format: PDF, ePub, Docs
View: 7623
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This book is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process.