Non-Parametric Statistical Diagnosis

Preface. Part 1: Theory. 1. Preliminary considerations. 2. State of the art review. 3. Retrospective methods of statistical diagnosis for random sequences: change-point problems. 4. Retrospective methods of statistical diagnosis for random processes: `Contamination' problems. 5. Sequential methods of statistical diagnosis. 6. Statistical diagnosis problems for random fields. Part 2: Applications. 7. Application of the change-point analysis to investigation of the brain electrical activity. 8. Methods of statistical diagnosis in economic and financial systems. Appendix. Bibliography. Author Index. Subject Index. Main Notations and Abbreviations.