Associated Sequences, Demimartingales and Nonparametric Inference

• Main Author: Prakasa Rao, B.L.S (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Basel : Springer Basel, 2012.
• Series: Probability and its Applications
• Subjects: Mathematics.; Probabilities.; Probability Theory and Stochastic Processes.

This book gives a comprehensive review of results for associated sequences and demimartingales developed so far, with special emphasis on demimartingales and related processes.   One of the basic aims of theory of probability and statistics is to build stochastic models which explain the phenomenon...

Table of Contents:

• Preface
• Associated Random Variables and Related Concepts
• Demimartingales
• N-Demimartingales
• Conditional Demimartingales
• Multidimensionally Indexed Demimartingales and Continuous Parameter Demimartingales
• Limit Theorems for Associated Random Variables
• Nonparametric Estimation for Associated Sequences
• Nonparametric Tests for Associated Sequences
• Nonparametric Tests for Change in Marginal Density Function for Associated Sequences
• References
• Index.