Description: Bayesian Spectrum Analysis and Parameter Estimation (Lecture Notes in Statistics) G. Larry Bretthorst is available to download This book is primarily a research document on the application of probability theory to the parameter estimation The people who will be interested in this material are physicists, chemists, economists, and engineers who have to deal with data on a daily basis; consequently, we have included a great deal of introductory and tutorial Any person with the equivalent of the mathematics background required for the graduate-level study of physics should be able to follow the material contained in this book, though not without In this work we apply probability theory to the problem of estimating parameters in rather general In particular when the model consists of a single stationary sinusoid we show that the direct application of probability theory will yield frequency estimates an order of magnitude better than a discrete Fourier transform in signal-to-noise of Latter, we generalize the problem and show that probability theory can separate two close frequencies long after the peaks in a discrete Fourier transform have merged .This material is available do download at niSearch on G. Larry Bretthorst's eBooks, .Bayesian Spectrum Analysis and ... Textbook ....

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