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Prediction theory

  • ROC Curves for Continuous Databy Wojtek J. Krzanowski; David J. Hand

    CRC Press 2009; US$ 87.95

    Since ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data is the first book solely devoted to the subject, bringing together all the relevant material to provide a clear understanding of how to analyze ROC curves. The fundamental... more...

  • Probably Notby Lawrence N. Dworsky

    Wiley 2008; US$ 85.95

    An engaging, entertaining, and informative introduction to probability and prediction in our everyday lives Although Probably Not deals with probability and statistics, it is not heavily mathematical and is not filled with complex derivations, proofs, and theoretical problem sets. This book unveils the world of statistics through questions such as... more...

  • The Theory of Linear Predictionby P. P. Vaidyanathan

    Morgan & Claypool Publishers 2007; US$ 40.00

    Linear prediction theory has had a profound impact in the field of digital signal processing. Although the theory dates back to the early 1940s, its influence can still be seen in applications today. The theory is based on very elegant mathematics and leads to many beautiful insights into statistical signal processing. Although prediction is only a... more...

  • Algorithmic Learning in a Random Worldby Vladimir Vovk; Alex Gammerman; Glenn Shafer

    Springer US 2005; US$ 149.00

    Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness. Based on these approximations, a new set of machine learning algorithms have been developed that can be used to make predictions and to estimate their confidence... more...

  • Chaos and Forecastingby Howell Tong

    World Scientific Publishing Company 1995; US$ 75.00

    It is now generally recognised that very simple dynamical systems can produce apparently random behaviour. In the last couple of years, attention has turned to focus on the flip side of this coin: random-looking time series (or random-looking patterns in space) may indeed be the result of very complicated processes or “real noise”, but... more...

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