Correlation Theory of Stationary and Related Random Functions: Volume I: Basic Results: Springer Series in Statistics
Autor A. M. Yaglomen Limba Engleză Paperback – 6 oct 2011
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Specificații
ISBN-13: 9781461290865
ISBN-10: 1461290864
Pagini: 544
Ilustrații: XIV, 526 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.75 kg
Ediția:Softcover reprint of the original 1st ed. 1987
Editura: Springer
Colecția Springer
Seria Springer Series in Statistics
Locul publicării:New York, NY, United States
ISBN-10: 1461290864
Pagini: 544
Ilustrații: XIV, 526 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.75 kg
Ediția:Softcover reprint of the original 1st ed. 1987
Editura: Springer
Colecția Springer
Seria Springer Series in Statistics
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
1 Basic Properties of Stationary Random Functions.- 1. Definition of a Random Function.- 2. Moments of a Random Function. Correlation Theory.- 3. Stationarity.- 4. Properties of Correlation Functions. Derivative and Integral of a Random Process.- 5. Complex Random Functions. Spaces of Random Variables.- 2 Examples of Stationary Random Functions. Spectral Representations.- 6. Examples of Stationary Random Sequences.- 7. Examples of Stationary Random Processes.- 8. Spectral Representation of Stationary Random Processes.- 9. Spectral Representation of the Correlation Function.- 10. Examples of Correlation Functions of Stationary Processes.- 11. Linear Transformations of Stationary Random Processes.- 12. Examples of Linear Transformations of Stationary Processes.- 13. Spectral Representation of Stationary Sequences and Their Correlation Functions.- 14. Discrete Samples of Random Processes and Discrete Linear Transformations.- 15. Examples of Discrete Linear Transformations and Correlation Functions of Stationary Sequences.- 3 Determination of the Statistical Characteristics of a Stationary Random Function from Experimental Data.- 16. Determination of the Mean Value of a Stationary Function X(t).- 17. Determination of the Mean Square and Correlation Function of X(t).- 18. Statistical Spectral Analysis. Determination of the Spectral Density Function.- 19. Some Practical Aspects and Additional Methods of Statistical Spectral Analysis. Determination of the Spectral Distribution Function.- 4 Some Generalizations of the Concepts of a Stationary Random Function and of a Spectral Representation.- 20. Multidimensional Stationary Random Functions.- 21. Homogeneous Random Fields.- 22. Isotropic Random Fields.- 23. Random Processes with Stationary Increments.- 24. Generalized Stationary Processes. Processes with Stationary Increments of Order n.- 25. Generalized Homogeneous Fields. Locally Homogeneous and Locally Isotropic Fields.- 26. Further Examples of Various Spectral Representations.