Açıklama
This book is primarily a research document on the application of probability theory to the parameter estimation problem. 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 material. 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 effort. In this work we apply probability theory to the problem of estimating parameters in rather general models. 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 one. 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.
Baskılar ve ISBN
- 2013
- Springer London, Limited · İngilizce
ISBN 9781468493993 - Jan 21, 2013
- Springer · 224 sayfa
ISBN 9781468494006 - 1988
- Springer-Verlag · İngilizce · 209 sayfa
ISBN 0387968717
Künye
- Yazar
- G. Larry Bretthorst
- İlk yayın
- 1988
- Yayınevleri
- Springer-Verlag, Springer London, Limited, Springer
- Sayfa (ortalama)
- 217
- Baskı sayısı
- 3
- Kaynak
- Open Library