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This book discusses dynamical systems that are typically driven by stochastic dynamic noise. It is written by two statisticians essentially for the statistically inclined readers. It covers many of the contributions made by the statisticians in the past twenty years or so towards our understanding of estimation, the Lyapunov-like index, the nonparametric regression, and many others, many of which are motivated by their dynamical system counterparts but have now acquired a distinct statistical flavor.

This book collates a number of case studies by former students on the Master of Arts (social work) programme whose stream of study was social services administration. Many of these studies involved the action learning projects conducted by them. Academic colleagues and experienced administrators in the welfare and health sector also contribute their insights and experience regarding the major theoretical and conceptual issues in social services administration.

It was none other than Henri Poincare who at the turn of the last century, recognised that initial-value sensitivity is a fundamental source of random ness. For statisticians working within the traditional statistical framework, the task of critically assimilating randomness generated by a purely de terministic system, often known as chaos, is an intellectual challenge. Like some other statisticians, we have taken up this challenge and our curiosity as reporters and participants has led us to investigate beyond the earlier discoveries in the field. Earlier statistical work in the area was...

This book documents and analyses the differentiated control policies, the determinant factors behind, social resilience, and international relations during the pandemic from a comparative perspective in a facts-based, data-supporting manner. The intermittent outbreak of cases, public sentiments after long anxiety, questions over the efficacy of vaccines, have forced governments as well as the public to rethink differing approaches and policies in the combat against not just COVID, but the delta variant. In this context, this book establishes itself as a timely product, perhaps the first of...