Predictive Modeling and Analytics by President Jeffrey Strickland

Predictive Modeling and Analytics by President Jeffrey Strickland

This book is about predictive modeling. Yet, each chapter could easily be handled by an entire volume of its own. So one might think of this as a survey of predictive models, both statistical and machine learning. We define A predictive model as a statistical model or machine learning model used to predict future behavior based on past behavior. In order to use this book, the reader should have a basic understanding of statistics (statistical inference, models, tests, etc.)-this is an advanced book. Every chapter culminates in an example using R. R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS. The book is organized so that statistical models are presented first (hopefully in a logical order), followed by machine learning models, and then applications: uplift modeling and time series. One could use this as a textbook with problem solving in R (there are no by-hand exercises).

SKU	Nicht verfügbar
ISBN 13	9781312375444
ISBN 10	1312375442
Titel	Predictive Modeling and Analytics
Autor	President Jeffrey Strickland
Buchzustand	Nicht verfügbar
Bindungsart	Paperback
Verlag	Lulu.com
Erscheinungsjahr	2014-07-23
Seitenanzahl	488
Hinweis auf dem Einband	Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis	Nicht verfügbar