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  • Lectures on Gaussian Processesby Mikhail Lifshits

    Springer 2012; US$ 49.95

    Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The... more...

  • Random Processes by Exampleby Mikhail Lifshits

    World Scientific Publishing Company 2014; US$ 85.00

    This volume first introduces the mathematical tools necessary for understanding and working with a broad class of applied stochastic models. The toolbox includes Gaussian processes, independently scattered measures such as Gaussian white noise and Poisson random measures, stochastic integrals, compound Poisson, infinitely divisible and stable distributions... more...

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