The field of statistics not only affects all areas of scientific activity, but also many other matters such aspublic policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments.

The Handbook of Statistics, a series of self-contained reference books. Each volume is devoted to a particular topic in statistics with Volume 28 dealing with bioinformatics. Every chapter is written by prominent workers in the area to which the volume is devoted. The series is addressed to the entire community of statisticians and scientists in various disciplines who use statistical methodology in their work. At the same time, special emphasis is placed on applications-oriented techniques, with the applied statistician in mind as the primary audience.
Comprehensively presents the various aspects of statistical methodologyDiscusses a wide variety of diverse applications and recent developmentsContributors are internationally renowned experts in their respective areas"

Professor Herbert A. David of Iowa State University will be turning 70 on December 19, 1995. He is reaching this milestone in life with a very distinguished career as a statistician, educator and administrator. We are bringing out this volume in his honor to celebrate this occasion and to recognize his contributions to order statistics, biostatistics and design of experiments, among others; and to the statistical profession in general. With great admiration, respect and pleasure we dedicate this festschrift to Professor Herbert A. David, also known as Herb and H.A. among his friends, colleagues and students. When we began this project in Autumn 1993 and contacted potential contributors from the above group, the enthu siasm was phenomenal. The culmination of this collective endeavor is this volume that is being dedicated to him to celebrate his upcoming birthday. Several individuals have contributed in various capacities to the success ful completion of this project. We sincerely thank the authors of the papers appearing here. Without their dedicated work, we would just have this pref ace Many of them have served as (anonymous) referees as well. In addition, we are thankful to the following colleagues for their time and advice: John Bunge (Cornell), Z. Govindarajulu (Kentucky), John Klein (Medical U."

The focus of this study is the economic performance of East Asia since the 1960s. It looks at the common forces, generated by each country's policies, that jointly produced successful outcomes. The roles of macroeconomic and microeconomic factors are analysed. For comparison, the same framework is used to examine the less successful performance of the Indian economy. The analysis emphasises the significance of the overall institutional context in which policies are implemented in determining their effectiveness.

This volume deals with the fundamental concepts of space, time and matter. It presents a novel reformulation of both the special and general theory of relativity, in which time does not constitute the fourth dimension in a conventional 4-dimensional space-time. Instead, the role of time is played by the flow of a vector field on a 3-dimensional space. The standard models of de Sitter, Schwarzschild and Kerr space-times are reformulated in a purely 3-dimensional manifold.The volume also presents a theory of matter in which the fundamental particles, such as baryons and leptons, appear as a result of an interaction between left-handed and right-handed 2-component Weyl neutrinos. The Appendices contain a comprehensive treatment of classical mechanics in terms of Hamiltonian vector fields on symplectic manifolds. Graduate students of mathematical physics or theoretical physics, as well as academics, will find this volume of interest.

This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic statistical methods. It contains a unified survey of standard large sample theory and provides access to more complex statistical models that arise in diverse practical applications.

This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic statistical methods. It contains a unified survey of standard large sample theory and provides access to more complex statistical models that arise in diverse practical applications.

This volume looks at the ways in which governance in the exercise of its strategies also acts as a process of production of subjects. It argues that governance is not a one-sided affair starting and ending with those who rule and govern, producing fiats, decrees, and diktats, but a productive process - one that produces subjects of governance who in turn respond to the process, and make the field of governance a contentious one. Against the backdrop of the first transition of democracy in India from its origin in a colonial polity to the first phase of its independent life after the promulgation of the Indian Constitution in 1950, this volume explores the second transition towards developmental democracy, examining the interrelations between globalisation, development and structures of governance. The volume suggests that while there is need to reflect on the governance of transition, it is important to question how democracy negotiates this transition.

This volume explores the transition from colonial to constitutional rule in India, and the various configurations of power and legitimacies that emerged from it. It focuses on the developmental structures and paradigms that provided the circumstances for this transition, and the establishment of the post-colonial state. Different articles interrogate the idea of liberal constitutionalism, the spaces it provides for rights and claims, the assumptions it makes about citizenship and its attendant duties, and the assumptions it further makes about what it can, or has to, become in the particular situation of India. The book locates these questions in the reconfiguration of society, power, and the economy since the shift in the identity of the state after Independence, and deals with issues of constitution-making in a historical and political setting and its outcomes, especially the centrality of law and legalisms, in shaping civil society. With a companion volume on the transition to a constitutional form of governance and the consequent moulding of the citizens, this book emphasises continuity and change in the context of the movement from the colonial to the constitutional order. It will be of interest to those in politics, history, South Asian studies, policy studies, and sociology.

This book examines the politics behind, and the socio-economic and ecological repercussions of, the making of a new township, variously called New Town, Megacity or Jyoti Basu Nagar, in Rajarhat near Kolkata. Conceived by the West Bengal state government in the mid-1990s, in pandering to the vision of urban planners of creating a hi-tech town beyond an unruly, crowded Kolkata, and feeding the hunger of realtors and developers, the city is built on the foundations of coercive, even violent, land acquisition, state largesse and corruption - and at the cost of erasing a self-sufficient subsistence economy and despoiling a fragile environment. Yet, after its completion and departure of construction labour, the new town appears as a necropolis, a ghost city, that belies its promised image of an urban utopia, even as the displaced locals lead a precarious, mobile existence as 'transit labour', engaged in odd and informal jobs. Written on the basis of intensive fieldwork, government documents, court records, and chronicles of public protests, this book broadly analyses the politics and economics of urbanisation in the age of post-colonial capitalism, particularly the paradoxical combination of neoliberal and primitive modes of capital accumulation upon which the global emergence of 'new towns' is based. Departing from the dominant styles of urban studies that focus on cultural or spatial analysis of cities, the authors show the links between changes in space, technology, political economy, class composition, and forms of urban politics which give concrete shape to a city. It will immensely interest those in sociology, political science, economics, development studies, urban studies, policy and governance studies, and history.

This book provides a comparative picture of the restructuring experiences of five Asian economies: South Korea, Singapore, Indonesia, Thailand and India. In the case of Indonesia and Thailand, the focus is on short-run structural adjustment measures, and in the case of South Korea and Singapore, the emphasis is on longer term industrial, trade, labour and financial sector policies. The chapter on India views the country's economic development in the light of the above analysis. The political economy of the policy-making process is examined in each case.

This book examines the politics behind, and the socio-economic and ecological repercussions of, the making of a new township, variously called New Town, Megacity or Jyoti Basu Nagar, in Rajarhat near Kolkata. Conceived by the West Bengal state government in the mid-1990s, in pandering to the vision of urban planners of creating a hi-tech town beyond an unruly, crowded Kolkata, and feeding the hunger of realtors and developers, the city is built on the foundations of coercive, even violent, land acquisition, state largesse and corruption - and at the cost of erasing a self-sufficient subsistence economy and despoiling a fragile environment. Yet, after its completion and departure of construction labour, the new town appears as a necropolis, a ghost city, that belies its promised image of an urban utopia, even as the displaced locals lead a precarious, mobile existence as 'transit labour', engaged in odd and informal jobs. Written on the basis of intensive fieldwork, government documents, court records, and chronicles of public protests, this book broadly analyses the politics and economics of urbanisation in the age of post-colonial capitalism, particularly the paradoxical combination of neoliberal and primitive modes of capital accumulation upon which the global emergence of 'new towns' is based. Departing from the dominant styles of urban studies that focus on cultural or spatial analysis of cities, the authors show the links between changes in space, technology, political economy, class composition, and forms of urban politics which give concrete shape to a city. It will immensely interest those in sociology, political science, economics, development studies, urban studies, policy and governance studies, and history.

This volume looks at the ways in which governance in the exercise of its strategies also acts as a process of production of subjects. It argues that governance is not a one-sided affair starting and ending with those who rule and govern, producing fiats, decrees, and diktats, but a productive process -- one that produces subjects of governance who in turn respond to the process, and make the field of governance a contentious one. Against the backdrop of the first transition of democracy in India from its origin in a colonial polity to the first phase of its independent life after the promulgation of the Indian Constitution in 1950, this volume explores the second transition towards developmental democracy, examining the interrelations between globalisation, development and structures of governance. The volume suggests that while there is need to reflect on the governance of transition, it is important to question how democracy negotiates this transition.

This volume explores the transition from colonial to constitutional rule in India, and the various configurations of power and legitimacies that emerged from it. It focuses on the developmental structures and paradigms that provided the circumstances for this transition, and the establishment of the post-colonial state. Different articles interrogate the idea of liberal constitutionalism, the spaces it provides for rights and claims, the assumptions it makes about citizenship and its attendant duties, and the assumptions it further makes about what it can, or has to, become in the particular situation of India. The book locates these questions in the reconfiguration of society, power, and the economy since the shift in the identity of the state after Independence, and deals with issues of constitution-making in a historical and political setting and its outcomes, especially the centrality of law and legalisms, in shaping civil society. With a companion volume on the transition to a constitutional form of governance and the consequent moulding of the citizens, this book emphasises continuity and change in the context of the movement from the colonial to the constitutional order. It will be of interest to those in politics, history, South Asian studies, policy studies, and sociology.

This is a collection of theoretical papers, including contributions by Partha Dasgupta and three Nobel prize-winning economists: Kenneth Arrow, Amartya Sen, and Joseph Stiglitz. Originally published in 1982.

Based on the simulations developed in research groups over the past years, "Introduction to" "Quasi-dimensional Simulation of Spark Ignition Engines "provides a compilation of the main ingredients necessary to build up a quasi-dimensional computer simulation scheme. Quasi-dimensional computer simulation of spark ignition engines" "is a powerful but affordable tool which obtains realistic estimations of a wide variety of variables for a simulated engine keeping insight the basic physical and chemical processes involved in the real evolution of an automotive engine. With low computational costs, it can optimize the design and operation of spark ignition engines as well as it allows to analyze cycle-to-cycle fluctuations.""

Including details about the structure of a complete simulation scheme, information about what kind of information can be obtained, and comparisons of the simulation results with experiments, "Introduction to Quasi-dimensional Simulation of Spark Ignition Engines" offers a thorough guide of this technique. Advanced undergraduates and postgraduates as well as researchers in government and industry in all areas related to applied physics and mechanical and automotive engineering can apply these tools to simulate cyclic variability, potentially leading to new design and control alternatives for lowering emissions and expanding the actual operation limits of spark ignition engines"

Providing an up-to-date overview of the most popular global optimization methods used in interpreting geophysical observations, this new edition includes a detailed description of the theoretical development underlying each method and a thorough explanation of the design, implementation and limitations of algorithms. New and expanded chapters provide details of recently developed methods, such as the neighborhood algorithm, particle swarm optimization, hybrid Monte Carlo and multi-chain MCMC methods. Other chapters include new examples of applications, from uncertainty in climate modeling to whole Earth studies. Several different examples of geophysical inversion, including joint inversion of disparate geophysical datasets, are provided to help readers design algorithms for their own applications. This is an authoritative and valuable text for researchers and graduate students in geophysics, inverse theory and exploration geoscience, and an important resource for professionals working in engineering and petroleum exploration.

This lecture notes in physics volume mainly focuses on the semi classical and qu- tum aspects of percolation and breakdown in disordered, composite or granular s- tems. The main reason for this undertaking has been the fact that, of late, there have been a lot of (theoretical) work on quantum percolation, but there is not even a (single) published review on the topic (and, of course, no book). Also, there are many theoretical and experimental studies on the nonlinear current-voltage characteristics both away from, as well as one approaches, an electrical breakdown in composite materials. Some of the results are quite intriguing and may broadly be explained utilising a semi classical (if not, fully quantum mechanical) tunnelling between - cron or nano-sized metallic islands dispersed separated by thin insulating layers, or in other words, between the dangling ends of small percolation clusters. There have also been several (theoretical) studies of Zener breakdown in Mott or Anderson in- lators. Again, there is no review available, connecting them in any coherent fashion. A compendium volume connecting these experimental and theoretical studies should be unique and very timely, and hence this volume. The book is organised as follows. For completeness, we have started with a short and concise introduction on classical percolation. In the ?rst chapter, D. Stauffer reviews the scaling theory of classical percolation emphasizing (biased) diffusion, without any quantum effects. The next chapter by A. K.

Based on the simulations developed in research groups over the past years, Introduction to Quasi-dimensional Simulation of Spark Ignition Engines provides a compilation of the main ingredients necessary to build up a quasi-dimensional computer simulation scheme. Quasi-dimensional computer simulation of spark ignition engines is a powerful but affordable tool which obtains realistic estimations of a wide variety of variables for a simulated engine keeping insight the basic physical and chemical processes involved in the real evolution of an automotive engine. With low computational costs, it can optimize the design and operation of spark ignition engines as well as it allows to analyze cycle-to-cycle fluctuations. Including details about the structure of a complete simulation scheme, information about what kind of information can be obtained, and comparisons of the simulation results with experiments, Introduction to Quasi-dimensional Simulation of Spark Ignition Engines offers a thorough guide of this technique. Advanced undergraduates and postgraduates as well as researchers in government and industry in all areas related to applied physics and mechanical and automotive engineering can apply these tools to simulate cyclic variability, potentially leading to new design and control alternatives for lowering emissions and expanding the actual operation limits of spark ignition engines

On behalf of those of us who in various ways have con tributed to this volume, and on behalf of all of his colleagues, students and friends throughout the world-wide scientific com munity, we dedicate this volume to Gopinath Kallianpur as a tribute to his work and in appreciation for the insights which he has so graciously and generously offered, and continues to offer, to all of us. Stochastic Processes contains 41 articles related to and frequently influ enced by Kallianpur's work. We regret that space considerations prevented us from including contributions from his numerous colleagues (at North Carolina, lSI, Minnesota, Michigan), former students, co-authors and other eminent scientists whose work is akin to Kallianpur's. This would have taken several more volumes All articles have been refereed, and for their valuable assistance in this we thank many of the contributing authors, as well as: R. Bradley, M.H.A. Davis, R. Davis, J. Hawkins, J. Horowitz, C. Houdre, N.C. Jain, C. Ji, P. Kokoszka, T. Kurtz, K.S. Lau, W. Linde, D. Monrad, D. Stroook, D. Surgailis and S. Yakowitz. We also thank June Maxwell for editorial assistance, Peggy Ravitch for help with the production of the volume, and Lisa Brooks for secretarial assistance. Finally, we are indebted to Dr. Martin Gilchrist, the Statistics editor, and the Springer editorial board for their excellent cooperation and enthusiastic support throughout this project."

Professor Herbert A. David of Iowa State University will be turning 70 on December 19, 1995. He is reaching this milestone in life with a very distinguished career as a statistician, educator and administrator. We are bringing out this volume in his honor to celebrate this occasion and to recognize his contributions to order statistics, biostatistics and design of experiments, among others; and to the statistical profession in general. With great admiration, respect and pleasure we dedicate this festschrift to Professor Herbert A. David, also known as Herb and H.A. among his friends, colleagues and students. When we began this project in Autumn 1993 and contacted potential contributors from the above group, the enthu siasm was phenomenal. The culmination of this collective endeavor is this volume that is being dedicated to him to celebrate his upcoming birthday. Several individuals have contributed in various capacities to the success ful completion of this project. We sincerely thank the authors of the papers appearing here. Without their dedicated work, we would just have this pref ace Many of them have served as (anonymous) referees as well. In addition, we are thankful to the following colleagues for their time and advice: John Bunge (Cornell), Z. Govindarajulu (Kentucky), John Klein (Medical U."

This lecture notes in physics volume mainly focuses on the semi classical and qu- tum aspects of percolation and breakdown in disordered, composite or granular s- tems. The main reason for this undertaking has been the fact that, of late, there have been a lot of (theoretical) work on quantum percolation, but there is not even a (single) published review on the topic (and, of course, no book). Also, there are many theoretical and experimental studies on the nonlinear current-voltage characteristics both away from, as well as one approaches, an electrical breakdown in composite materials. Some of the results are quite intriguing and may broadly be explained utilising a semi classical (if not, fully quantum mechanical) tunnelling between - cron or nano-sized metallic islands dispersed separated by thin insulating layers, or in other words, between the dangling ends of small percolation clusters. There have also been several (theoretical) studies of Zener breakdown in Mott or Anderson in- lators. Again, there is no review available, connecting them in any coherent fashion. A compendium volume connecting these experimental and theoretical studies should be unique and very timely, and hence this volume. The book is organised as follows. For completeness, we have started with a short and concise introduction on classical percolation. In the ?rst chapter, D. Stauffer reviews the scaling theory of classical percolation emphasizing (biased) diffusion, without any quantum effects. The next chapter by A. K.

and Acknowledgments Modern Foraminifera started with a simple idea: Goldstein, Andrew Gooday, Pamela Hallock, to write an advanced text for university students Jeffrey Hanor, John Haynes, Johann Hohen- that would also serve as a reference book for ger, Scott Ishman, Frans Jorissen, Susan K- professionals. Being keenly aware of the bound- well, Martin Langer, David Lea, Richard Norris, William Parker, Nancy Rabalais, Charles aries of my competence, I invited fourteen col- Ramcharan, Charles Schafer, Scott Snyder, K- leagues to write most of the chapters. The neth Towe, Bert van der Zwaan, and two others chapters were designed to be balanced reviews, who chose to remain anonymous. Jessica but, with the lone exception of chapter two, they Schreyer assisted in editorial tasks. In the final had to be written under a rather stringent space stages of putting the book together, my burden limitation. Thus, although the list of references was lightened by the cheerful cooperation of is long, it surely does not include every single Petra van Steenbergen, our publishing editor at significant article on every topic covered in the Kluwer. In addition, I was helped by Ian Francis book. Both the subject matters of the chapters at the planning stage of the book. and the selection of authors were entirely my Two people deserve special acknowledgment.

Any method of fitting equations to data may be called regression. Such equations are valuable for at least two purposes: making predictions and judging the strength of relationships. Because they provide a way of em pirically identifying how a variable is affected by other variables, regression methods have become essential in a wide range of fields, including the soeial seiences, engineering, medical research and business. Of the various methods of performing regression, least squares is the most widely used. In fact, linear least squares regression is by far the most widely used of any statistical technique. Although nonlinear least squares is covered in an appendix, this book is mainly ab out linear least squares applied to fit a single equation (as opposed to a system of equations). The writing of this book started in 1982. Since then, various drafts have been used at the University of Toronto for teaching a semester-Iong course to juniors, seniors and graduate students in a number of fields, including statistics, pharmacology, pharmacology, engineering, economics, forestry and the behav ioral seiences. Parts of the book have also been used in a quarter-Iong course given to Master's and Ph.D. students in public administration, urban plan ning and engineering at the University of Illinois at Chicago (UIC). This experience and the comments and critieisms from students helped forge the final version."