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Applied time series analysis II : proceedings of the Second Applied Time Series Symposium held in Tulsa, Oklahoma, March 3-5, 1980 /

Applied Time Series Analysis II.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores Corporativos: Applied Time Series Symposium Tulsa, Okla., University of Tulsa, Institute of Electrical and Electronics Engineers. Tulsa Section
Otros Autores: Findley, David F.
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: New York : Academic Press, 1981.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front Cover; Applied Time Series Analysis II; Copyright Page; Dedication; Table of Contents; CONTRIBUTORS; PREFACE; CHAPTER 1. INTRODUCTION TO THE PAPERS; REFERENCES; APPENDIX: TERMINOLOGY; CHAPTER 2. THE STEP FROM ONE TO HIGHER DIMENSIONAL SIGNAL PROCESSING
  • CASE HISTORIES; INTRODUCTION; II. THE RECURSIVE FILTER STABILITY PROBLEM; III. THE LEAST-SQUARES INVERSE PROBLEM; IV. FILTER REALIZATION; V. SPECTRAL ESTIMATION; VI. THE UNIQUE CHARACTER OF THE 3-D WAVE EQUATION; EPILOGUE; ACKNOWLEDGMENTS; REFERENCES; ADDENDUM; ADDITIONAL REFERENCES
  • CHAPTER 3. HIGH RESOLUTION 2-DIMENSIONAL POWER SPECTRAL ESTIMATIONI. INTRODUCTION; 2. THE MAXIMUM ENTROPY APPROACH; 3. THE PREDICTIVE APPROACH; 4. THE MAXIMUM LIKELIHOOD ESTIMATOR (MLM); 5. 2-D ESTIMATOR FROM SETS OF 1-D ESTIMATORS; 6. CONVENTIONAL SPECTRAL ESTIMATES; 7. SMOOTHING OF SPECTRAL ESTIMATORS; 8. NUMERICAL EXAMPLES; 9. CONCLUSIONS; ACKNOWLEDGMENTS; REFERENCES; CHAPTER 4. TIME SERIES ANALYSIS OF GEOPHYSICAL INVERSE SCATTERING PROBLEMS; INTRODUCTION; ACQUISITION OF SEISMIC DATA; STACKING; MIGRATION; THE WKB METHOD FOR OBTAINING THE TRANSMITTED WAVEFIELD
  • APPLICATION OF THE WKB METHOD TO GEOPHYSICAL INVERSE SCATTERINGBIBLIOGRAPHY; CHAPTER 5. ON THE USE OF FOURIER TRANSFORMS TO IMAGE SEISMIC REFLECTION DATA; 1. BACKGROUND ON THREE DIMENSIONAL SEISMIC EXPLORATION; 2. A SEISMIC PROFILE OVER SCATTERING POINTS; 3. EXAMPLE; 4. CONCLUSION; 5. REFERENCES; CHAPTER 6. ESTIMATING THE EARTH'S IMPEDANCE FUNCTION WHEN THERE IS NOISE IN THE ELECTRIC AND MAGNETIC SIGNALS; I. INTRODUCTION; II. MAGNETOTELLURIC MEASUREMENTS; III. ESTIMATING THE CROSS SPECTRUM AND PHASE; V. NUMERICAL APPROXIMATIONS OF THE FOURIER TRANSFORMS; VI. ESTIMATING THE IMPEDANCE
  • VII. DEMONSTRATION OF THE ESTIMATION PROCEDUREVIII. CONCLUSION; ACKNOWLEDGMENTS; REFERENCES; APPENDIX; CHAPTER 7. NEAREST NEIGHBOR RULE CLASSIFICATION OF STATIONARY AND NONSTATIONARY TIME SERIES; 1. INTRODUCTION; 2. TWO VARIETIES OF TIME SERIES CLASSIFICATION PROBLEMS; 3. NEAREST NEIGHBOR RULE TIME SERIES CLASSIFICATION WITH A KULLBACK-LEIBLER TYPE DISSIMILARITY MEASURE; 4. STATISTICAL PROPERTIES OF THE NEAREST NEIGHBOR
  • KULLBACK LEIBLER TYPE DISSIMILARITY MEASURE CLASSIFICATION RULE; 5. APPLICATIONS TO THE POPULATION SCREENING PROBLEM
  • 6. APPLICATIONS TO THE NORMALIZED BASELINE CLASSIFICATION PROBLEM7. SUMMARY, DISCUSSION; 8. ACKNOWLEDGMENTS; BIBLIOGRAPHY; CHAPTER 8. TIME DOMAIN CONSIDERATIONS IN OPTIMAL ESTIMATION FOR BANDLIMITED SIGNALS; I. Introduction; II. Discrete-time Bandlimited Signals; Ill. Extrapolation from Limited Measurements; IV. Optimal Estimation; V. Sensitivity to Errors; VI. Conclusion; REFERENCES; CHAPTER 9. LATTICE METHODS IN SPECTRAL ESTIMATION; 1. INTRODUCTION; 2. LINEAR PREDICTION; 3. THE LATTICE; 4. COEFFICIENT ESTIMATION
  • WINDOWED CASE; 5. COEFFICIENT ESTIMATION
  • UNWINDOWED CASE