This is the first book to compare eight LDFs by different types of datasets, such as Fisher's iris data, medical data with collinearities, Swiss banknote data that is a linearly separable data (LSD), student pass/fail determination using student attributes, 18 pass/fail determinations using exam scores, Japanese automobile data, and six microarray datasets (the datasets) that are LSD. We developed the 100-fold cross-validation for the small sample method (Method 1) instead of the LOO method. We proposed a simple model selection procedure to choose the best model having minimum M2 and Revised IP-OLDF based on MNM criterion was found to be better than other M2s in the above datasets. We compared two statistical LDFs and six MP-based LDFs. Those were Fisher's LDF, logistic regression, three SVMs, Revised IP-OLDF, and another two OLDFs. Only a hard-margin SVM (H-SVM) and Revised IP-OLDF could discriminate LSD theoretically (Problem 2). We solved the defect of the generalized inverse matrices (Problem 3). For more than 10 years, many researchers have struggled to analyze the microarray dataset that is LSD (Problem 5). If we call the linearly separable model "Matroska," the dataset consists of numerous smaller Matroskas in it. We develop the Matroska feature selection method (Method 2). It finds the surprising structure of the dataset that is the disjoint union of several small Matroskas. Our theory and methods reveal new facts of gene analysis.

Inference infinite sampling is a new development that is essential for the field of sampling. In addition to covering the majority of well known sampling plans and procedures, this study covers the important topics of superpopulation approach, randomized response, non-response and resampling techniques. The authors also provide extensive sets of problems ranging in difficulty, making this book beneficial to students.

"Qualitative Research Methods "is an indispensable, definitive collection of readings for students undertaking any kind of social science inquiry. These readings represent the finest classic and contemporary scholarship in the field. Each conceptually accessible article includes an editorial introduction for students using and studying research methods for the first time. This volume will acquaint students with not only the full range of contemporary qualitative research methods, but also the location of these methods in wider scientific breakthroughs.

How can government stay linked to its citizens? Across the world, governments' basic principles are turned on their heads as global markets, weakened national states, and active citizens emerge. Governments increasingly act not alone, but many governments and private groups make policy jointly - labeled 'governance'. But this raises new concerns for adequate citizen responsiveness. Leaders and parties previously considered left or right make unexpected choices - as leaders explore Third Ways, New Political Cultures, and more. As policy choices grow more complicated, they are harder to present to citizens - which undermines citizen legitimacy of parties and elected officials.

How can government maintain democratic accountability? This volume explores new answers by probing citizen involvement in specific cities and countries the world over. There is no single problem, hence no single remedy. But by contrasting key elements of national and local contexts, this volume offers lessons about how citizens are variously activated; about what works, where, and why. From specific results emerge insights about how citizens may drive policy, or be ignored, in a time of turbulence and rapid cultural change for government policy making.

The study of poverty dynamics is important for effective poverty alleviation policies because the changes in income poverty are also accompanied by changes in socioeconomic factors such as literacy, gender parity in school, health care, infant mortality, and asset holdings. In order to examine the dynamics of poverty, information from 1,212 households in 32 rural villages in Bangladesh was collected in December 2004 and December 2009. This book reports the analytical results from quantitative and qualitative surveys from the same households at two points of time, which yielded the panel data for understanding the changes in situations of poverty. Efforts have been made to include the most recent research from diverse disciplines including economics, statistics, anthropology, education, health care, and vulnerability study. Specifically, findings from logistic regression analysis, polychoric principal component analysis, kernel density function, income mobility with the help of the Markov chain model, and child nutrition status from anthropometric measures have been presented. Asset holdings and liabilities of the chronically poor as well as those of three other economic groups (the descending non-poor, the ascending poor, and the non-poor) are analyzed statistically. The degrees of vulnerability to poverty are examined by years of schooling, landholding size, gender of household head, social capital, and occupation. The multiple logistic regression model was used to identify important risk factors for a household's vulnerability. In 2009, some of the basic characteristics of the chronically poor were: higher percentage and number of female-headed households, higher dependency ratio, lower levels of education, fewer years of schooling, and limited employment. There was a low degree of mobility of households from one poverty status to another in the period 2004-2009, implying that the process of economic development and high economic growth in the macroeconomy during this time failed to improve the poverty situation in rural Bangladesh.

This important volume by Edward W. Ellsworth examines the conflicting interests, programs, and goals which influenced the emergence of Anglo-Indian social purpose and scientific organizations between 1780 and 1880. The intellectual energy that promoted the growth of these multi-racial associations and their efforts toward reform was often diverted by British government structures, financial limitations, and Indian resistance. Ellsworth's study traces how, despite these obstacles, these Anglo-Indian groups became the foundation for both the official and reformist programs which were integral to the formation of the Indian Congress at the end of the 19th century. After a brief historical introduction, Ellsworth offers an overview of social science ideology from British and Anglo-Indian perspectives with specific emphasis on the progressive intellectual development, both social and personal, advanced by members of the Bengal, Bombay, and Punjab associations. The author traces government involvement in select areas of science associational research and the relationship of that research to official policies and regulations, agribusiness goals and the commonweal. He also deals with key elements of Anglo-Indian science associational programs shaped by needs of the community but also by the British science world and British and Anglo-Indian economic interests. The creation of a colonial science is thus outlined. Concluding with a selected bibliography and full index, the book proves a comprehensive account of an intellectually vital period in Indian history.

This timely study examines the increasing importance of the Sunbelt and its megastates--Florida, California, and Texas--in the U.S. election process. The purpose of the work is to provide a longitudinal analysis of partisan and gender election success and incumbency in the elections of 1986, 1988, 1992, and the realignment of 1994 (bringing up to date some of the classic studies from the 1970s and 1980s). In tracing the pattern of partisan success, the effect of incumbency, and the success of males and females in each party, the author is able to project the likely success of the two parties in the 1996 and subsequent elections in each megastate. This important election-year book will be of interest to scholars, students, and practitioners of politics.

What are the current trends in housing? Is my planned project commercially viable? What should be my marketing and advertisement strategies? These are just some of the questions real estate agents, landlords and developers ask researchers to answer. But to find the answers, researchers are faced with a wide variety of methods that measure housing preferences and choices. To select and value a valid research method, one needs a well-structured overview of the methods that are used in housing preference and housing choice research. This comprehensive introduction to this field offers just such an overview. It discusses and compares numerous methods, detailing the potential limitation of each one, and it reaches beyond methodology, illustrating how thoughtful consideration of methods and techniques in research can help researchers and other professionals to deliver products and services that are more in line with residents needs."

This book treats the notion of morphisms in spatial analysis, paralleling these concepts in spatial statistics (Part I) and spatial econometrics (Part II). The principal concept is morphism (e.g., isomorphisms, homomorphisms, and allomorphisms), which is defined as a structure preserving the functional linkage between mathematical properties or operations in spatial statistics and spatial econometrics, among other disciplines. The purpose of this book is to present selected conceptions in both domains that are structurally the same, even though their labelling and the notation for their elements may differ. As the approaches presented here are applied to empirical materials in geography and economics, the book will also be of interest to scholars of regional science, quantitative geography and the geospatial sciences. It is a follow-up to the book "Non-standard Spatial Statistics and Spatial Econometrics" by the same authors, which was published by Springer in 2011.

Teacher research is an extension of good teaching, observing students closely, analysing their needs, and adjusting the curriculum to fit the needs of all. In this completely updated second edition of their definitive work, Ruth Shagoury and Brenda Miller Power present a framework for teacher research along with an extensive collection of narratives from teachers-novices and veterans from all backgrounds and parts of the country-engaged in the process of designing and carrying out research projects to inform their instruction. Threaded throughout the chapters and narratives is a discussion of the emergence of digital tools and their effect on both teaching and the research process, along with an expanded number of research designs. The book has three primary components: chapters explaining key elements of the research process, research activities that enable readers to try out the featured strategies and techniques, and teacher-researcher essays that share details of completed projects and discuss the impact they have had in the classroom. Living the Questions, Second Edition: A Guide for Teacher-Researchers will take you step-by-step through the process of designing, implementing, and publishing your research. Along the way, it will introduce you to dozens of kindred spirits who are finding new passion for teaching by "living the questions" every day in their classrooms. You will be reminded of why you became a teacher yourself.

This book provides an analysis of strategic behavior in international crises. Various aspects of crisis decision and interaction, such as initiation, misperception, deception, learning, and termination, are studied by means of a game model that incorporates psychological variables. This integrative approach is designed to narrow the gap between psychological and game-theoretical studies of crisis, which are generally considered to be incompatible. The utility of the approach is demonstrated by means of an in-depth case study of the 1967 Middle East crisis. This study will be of interest to scholars in political science and international relations and political science, crisis theory, and game theory.

Designed to meet the growing demand for evaluation material, this volume fills a major gap in criminal justice literature. It details the first comprehensive, broad based, and theoretically grounded model for evaluating police management training programs. In a clear and concise style it develops a complete set of instruments for evaluation and then illustrates use of the model and the instruments on a specific program. Byron Simerson and William Markham have included all of the instruments needed to conduct a comprehensive evaluation and the instructions for their use. Alleviating the problem of haphazard evaluation, this volume was designed for police chiefs and training directors in larger jurisdictions, state criminal justice academies, the Training and Standards Divisions of State Departments of Justice, and state and federal law enforcement agencies.

Administrators are now recognizing the importance of determining training program efficiency, particularly in light of the growing concerns over legal liability. "Evaluating Police Management Development ProgramS" provides the tools and expertise needed to conduct a comprehensive program evaluation. Chapters provide: an overview of existing literature, model description, research procedures, model application to a specific police executive development program, reaction by North Carolina police chiefs, and a description of how the model can be applied to any police management development program. Appendices provide all instruments including precourse surveys, observation evaluation forms, course critiques, follow up surveys and chiefs' evaluation surveys.

This book presents the most serious and comprehensive study, by far, of American public perceptions about the meaning of space exploration, analyzing vast troves of questionnaire data collected by many researchers and polling firms over a span of six decades and anchored in influential social science theories.It doesn't simply report the percentages who held various opinions, but employs sophisticated statistical techniques to answer profound questions and achieve fresh discoveries.

Both the Bush and the Obama administrations have cut back severely on fundamental research in space science and engineering. Understanding better what space exploration means for citizens can contribute to charting a feasible but progressive course. Since the end of the Space Race between the US and the USSR, social scientists have almost completely ignored space exploration as a topic for serious analysis and this book seeks to revive that kind of contribution.

The author communicates the insights in a lucid style, not only intelligible but interesting to readers from a variety of backgrounds."

A comprehensive reference work which provides a way to access research on urban politics and policy in the United States. Experts in the field guide readers through major controversies, while evaluating and assessing the subfields of urban politics and policy. Each chapter follows the same basic organization with topics such as methodological and theoretical issues, current states of the field, and directions for future research. For students, this work provides a starting place to guide them to the most important works in a particular subfield and a context to place their work in a larger body of knowledge. For scholars, it serves as a reference work for immediately familiarity with subfields of the discipline, including classic studies and major research questions. For urban policymakers or analysts, the handbook provides a wealth of information and allows quick identification of existing academic knowledge and research relevant to the problem at hand.

This international comparison of pension plans lends great understanding to the transformation taking place in almost every nation around the world. It covers ten of the twelve countries of the European Union, as well as the United States and Japan. The project is interdisciplinary, covering a number of fields, such as economics, law, actuarial science, sociology, and political science, that contribute to the analysis of retirement income systems. The chapters vary in scope - some are comparative, some are restricted to a single country or to one type of plan in one country. Despite their diversity, the chapters share a common awareness of three aspects of pension plans: the importance of actors' roles in shaping each system, the different economic and social domains affected by retirement plans, and the interconnections between social security and supplementary plans.

Men and Poisons is a story about the Army Chemical Warfare Research Program at Edgewood, Maryland in the 1960's that used enlisted men as volunteers. The author was a physician assigned to this program for a three-year tour of duty. Characters and events have been fictionalized to some degree but are based upon individuals and circumstances encountered by the author.

This third out of four volumes by Richard Ned Lebow in this book series includes texts on psychology and international relations, causation, counterfactual analysis. The political psychology contributions draw on richer, ancient Greek understandings of the psyche and offer novel insights into strategies of conflict management, the role of emotions in international relations, and the modern fixation on identity.

This book addresses the impacts of various types of services such as infrastructure, platforms, software, and business processes that cloud computing and Big Data have introduced into business. Featuring chapters which discuss effective and efficient approaches in dealing with the inherent complexity and increasing demands in data science, a variety of application domains are covered. Various case studies by data management and analysis experts are presented in these chapters. Covered applications include banking, social networks, bioinformatics, healthcare, transportation and criminology. Highlighting the Importance of Big Data Management and Analysis for Various Applications will provide the reader with an understanding of how data management and analysis are adapted to these applications. This book will appeal to researchers and professionals in the field.

This Festschrift is published in honor of Alex C. Michalos, a great scholar and inspiration to many upcoming and famous academics and practitioners. The Festschrift celebrates his lifelong, outstanding scientific and cultural contribution to Quality of Life Research. It contains contributions written by the most prestigious and renowned scholars in the field of social indicators research and quality of life studies. Taken together, the contributions from scholars around the world reflect Michalos' stance that even though there may be differences in individual scientific positions, the language in the field of quality of life has no limits and boundaries.

This is an innovative study of 300 delinquent boys in a medium security institution and after their release. This longitudinal field experiment shows how peers affect the rehabilitation of different group members, how staff use those influences to lead to prosocial change after release from the institution, and how different behavior, values, and feelings improved. This well-designed research has broad implications for use in graduate courses in sociology, criminology and penology, social and personality psychology, and group dynamics. The book is equally useful to administrators and policymakers dealing with delinquents and individuals with behavior problems. The field experiment was devised with both practical and theoretical purposes in mind, to develop corrective programs for delinquent youth and to test social science hypotheses in the context of a longitudinal experimental research design. The study presents a typology of delinquent boys that guides differential treatment, focuses on peer group and staff influences, and identifies factors in residential treatment and in the open community that facilitate prosocial reentry. The findings test hypotheses about group and staff impact on anti-social behavior within the institution and after release.

This book presents a new economic theory developed from physical and biological principles. It explains how technology, social systems and economic values are intimately related to resources. Many people have recognized that mainstream (neoclassical) economic theories are not consistent with physical laws and often not consistent with empirical patterns, but most feel that economic activities are too complex to be described by a simple and coherent mathematical theory. While social systems are indeed complex, all life systems, including social systems, satisfy two principles. First, all systems need to extract resources from the external environment to compensate for their consumption. Second, for a system to be viable, the amount of resource extraction has to be no less than the level of consumption. From these two principles, we derive a quantitative theory of major factors in economic activities, such as fixed cost, variable cost, discount rate, uncertainty and duration. The mathematical theory enables us to systematically measure the effectiveness of different policies and institutional structures at varying levels of resource abundance and cost.The theory presented in this book shows that there do not exist universally optimal policies or institutional structures. Instead, the impacts of different policies or social structures have to be measured within the context of existing levels of resource abundance. As the physical costs of extracting resources rise steadily, many policy assumptions adopted in mainstream economic theories, and workable in times of cheap and abundant energy supplies and other resources, need to be reconsidered. In this rapidly changing world, the theory presented here provides a solid foundation for examining the long-term impacts of today's policy decisions.

This book is an English language edition of the official social statistics compiled by the State Statistical Bureau of the People's Republic of China (SSB). It offers essential basic information on China's social development. In addition to the statistics, the book contains the SSB's Statistical Communique. The English language Editorial Board was responsible for the translation and annotation of this volume; it is composed of representatives of the China Statistical Information and Consultancy Service Center, an Affiliate of the SSB, and the China Statistical Archives, a research center of the University of Illinois at Chicago. This is the second volume of a series of statistical annuals being published by Praeger. The first in the series is China Statistical Abstract 1988, and future volumes will include China Urban Yearbook 1988, China Industrial Yearbook 1988, and China Price Yearbook 1988.