This is a textbook in data analysis. Its contents are heavily influenced by the idea that data analysis should help in enhancing and augmenting knowledge of the domain as represented by the concepts and statements of relation between them. According to this view, two main pathways for data analysis are summarization, for developing and augmenting concepts, and correlation, for enhancing and establishing relations. Visualization, in this context, is a way of presenting results in a cognitively comfortable way. The term summarization is understood quite broadly here to embrace not only simple summaries like totals and means, but also more complex summaries such as the principal components of a set of features or cluster structures in a set of entities.
The material presented in this perspective makes a unique mix of subjects from the fields of statistical data analysis, data mining, and computational intelligence, which follow different systems of presentation.
At the heart of this project is comprehensive Sociological research conducted in Russia by the Centre for Study of Civil Society and Non-Profit Sector, NRU HSE, with support from the Basic Research Program of the National Research University – Higher School of Economics. Using the methodology that parallels that of IAVE’s Global Corporate Volunteering Research Project, the research sample includes three groups of organizations that conduct employee volunteer programs.The results demonstrate that the workplace can be a conducive, safe environment within which workers can express their willingness, as private citizens, to help people in need and to address pressing human, social and environmental problems through volunteering and giving. Those who volunteer through their workplace are more actively involved generally in civil society – both as volunteers and in giving cash donations – than their colleagues who do not volunteer and than the general population.
Предлагаемые учебно-методические материалы предназначены для студентов 2 года обучения по ESP. Настоящая работа включает учебные тексты, систему упражнений, заданий и дополнительных текстов правовой направленности, которые должны обеспечить комплексное обучение студентов различным видам речевой деятельности, а именно, развитию навыков чтения, перевода, устной речи, умению работать с текстом с целью передачи его общего содержания.
Corruption has been a constant factor in Russia’s political economy. From one era to another, the multifarious forms of corruption continue to pervade Russian politics despite sincere and insincere efforts to fight it. The election of Vladimir Putin as president in 2000 brought a new effort at consolidating and organizing authority in the country. However, far from eliminating corruption, politics of the Putin era have merely changed the form of corruption, integrating corruption into the “power vertical” through which Putin governs.
In recent years, corruption has played an ever larger role in the regime’s stability. It serves as a force to co-opt and control the political elite and to replace formal institutions with something more flexible and more amenable to the needs of a consolidated authoritarian regime. Only deep changes, such as higher levels of political competition, have a chance of reducing corruption in the long run. The approaching fourth term of President Putin will continue to increase the role of informal institutions in Russian politics, in which corruption plays an increasingly large role in the Kremlin’s management of the political process.
The U.S. defence community is currently debating a range of capability requirements and top priority investments that will shape U.S. strategy and the use of force in the 21st century. Embedded in a broader conceptual umbrella of the Third Offset Strategy, the U.S. Department of Defence (DOD) seeks to develop technologically enabled novel operational and organisational constructs. This would sustain U.S. military superiority over its capable adversaries at the operational level of war, thereby strengthening conventional deterrence. At the same time, the Third Offset strategy aims to revamp institutional agility in U.S. defence management to succeed in a dynamically evolving operational environment. By speeding up the implementation of organisational and conceptual innovation, a strategic technological advantage is sustainable. Strategic effectiveness of the Third Offset, however, will not only depend on the institutional agility and adoption capacity – the financial intensity and organisational capital required to adopt military innovations, but will also depend on the responses, resources, and counter-innovations by peer competitors. Notwithstanding the diffusion and convergence of novel technologies – electronic miniaturisation, additive manufacturing, nano-technology, artificial intelligence, space-like capabilities, and unmanned systems that are likely to alter the character of conflict over time, the patterns of “challenge, strategic response, and adaptation” will continue to shape the direction and character of long-term strategic competitions. Accordingly, this report aims to ascertain the evolving contours of the Russian strategic thought and responses toward the Third Offset strategy. It argues that while the U.S. Third Offset is a recent development, its core technological initiatives have been a significant causeof concern for Russia for a long time. In this context, Russian responses to counter these initiatives consist of two major elements: The first one is ‘countering the Third Offset Strategy with the First Offset Strategy’, which means prioritising the development of a wide array of both strategic and tactical nuclear weapons systems. For Russia, maintaining a sophisticated arsenal of nuclear weapons can effectively offset conventional military innovations of the U.S., NATO, and China. The second element of the response strategy is more ambitious, and carries greater technological risks. Russia began to counter many U.S. technological initiatives via similar indigenous programs, although more narrowly focused and smaller in scale. In October 2012, Russia established the Advanced Research Foundation (ARF) – a counterpart to the U.S. DARPA. The ARF focuses on similar areas such as the Third Offset Strategy, including hypersonic vehicles, artificial intelligence, additive technologies, unmanned underwater vehicles, cognitive technologies, directed energy weapons, and others. Although in some programmes, Russian military research and development are at initial stages relative to the U.S., in other areas such as directed energy weapons, rail gun, hypersonic vehicle; unmanned underwater vehicle programmes are progressing into advanced stages. The key challenge for Russia, however, is a sustained resource allocation to translate these disruptive innovations into actual military capabilities.
The Arctic Council is well-positioned to play a leadership role in better understanding the impact of Covid-19 in the Arctic and spearheading activities to respond to the pandemic in the short-, medium- and longer-term. This briefing document was prepared to inform initial discussions regarding the coronavirus pandemic in the Arctic at the Senior Arctic Officials’ executive meeting (SAOX) on 24-25 June 2020. It draws together available information – to date (June 2020) – about the impact of Covid-19 in the Arctic: Briefing Document for SAOs June 2020 For public release Page 10 of 83 Covid-19 and the actions taken to respond in the Arctic region. The document draws from a wide spectrum of sources, reflecting the complex and intricate nature of how Covid-19 affects Arctic peoples and communities, including national and subnational statistical databases and tools, peer-reviewed articles, policy statements, technical guidelines, field surveys, and local observations from Arctic communities.
Originally published in 1995. In securing the future of any democracy, it is vital that the education service should provide an effective introduction to citizenship by means of a high quality and empowering curriculum in educational institutions organized and administered according to democratic principles. In this volume, educators with a variety of backgrounds and experience gained in educational institutions in both Russia and western countries address the question of the conception, justification and implementation of the idea of 'education for democracy'. This is the first publication to emerge from a collaboration of Russian and Western educators in recent times and is an enthralling account of education in countries with wide social, political and historical differences yet having common ground to share over the creation and management of their school systems.
Актуальность кризисной тематики не вызывает сомнений. Кризис не относится к категории негативных явлений, которые можно навсегда победить. Современный подход к кризису тщательно просчитанное сосуществование, при котором разработка программных систем в целом ряде случаев остается управляемым процессом с измеримым и предсказуемым результатом. Кризис следует воспринимать как новую реальность, в которой предстоит жить и продуктивно работать. Корни современного кризиса в разработке программных систем восходят к концу 1960-х. Причина кризиса - в дисбалансе ресурсов и возможностей. Понимание природы кризиса помогает понять причины цепочки последующих кризисов.
Книга поможет сориентироваться в выборе модели жизненного цикла, методологии разработки, конкретных принципов и приемов, которые следует применить для перехода к предсказуемой и продуктивной разработке, даже в кризисных условиях с быстрой сменой требований, дефицитом ресурсов и иными видами неопределенности. С этой целью первые главы монографии систематизируют основные подходы к разработке программных систем с учетом их применимости в кризис. Дальнейшее рассмотрение проводится на основе проектной практики, которая включает внедрение крупномасштабных программных систем в различных отраслях и процессы передачи знаний в системе ИТ-образования. Книга предлагает систему принципов, потенциально позволяющих сблизить точки зрения разработчика и заказчика на программный продукт и на этой основе избежать кризиса или смягчить его.
Издание представляется полезным студентам, аспирантам, теоретикам и практикам в области разработки программного обеспечения. Оно предлагает практически проверенные принципы и приемы антикризисного управления разработкой.
Intended to bridge the gap between the latest methodological developments and cross-cultural research, this interdisciplinary resource presents the latest strategies for analyzing cross-cultural data. Techniques are demonstrated through the use of applications that employ cross national data sets such as the latest European Social Survey. With an emphasis on the generalized latent variable approach, internationally–prominent researchers from a variety of fields explain how the methods work, how to apply them, and how they relate to other methods presented in the book. Syntax and graphical and verbal explanations of the techniques are included. A website features some of the data sets and syntax commands used in the book.
Applications from the behavioral and social sciences that use real data-sets demonstrate:The use of samples from 17 countries to validate the resistance to change scale across these nations How to test the cross-national invariance properties of social trust The interplay between social structure, religiosity, values, and social attitudes A comparison of anti-immigrant attitudes and patterns of religious orientations across European countries.
The book is divided into techniques for analyzing cross-cultural data within the generalized-latent-variable approach: multiple-group confirmatory factor analysis and multiple-group structural equation modeling; multi-level analysis; latent class analysis; and item-response theory. Since researchers from various disciplines often use different methodological approaches, a consistent framework for describing and applying each method is used so as to cross ‘methodological borders’ between disciplines. Some chapters describe the basic strategy and how it relates to other techniques presented in the book, others apply the techniques and address specific research questions, and a few combine the two. A table in the preface highlights for each chapter: a description of the contents, the statistical methods used, the goal(s) of the analysis, and the data set employed.
This book is intended for researchers, practitioners, and advanced students interested in cross-cultural research. Because the applications span a variety of disciplines, the book will appeal to researchers and students in: psychology, political science, sociology, education, marketing and economics, geography, criminology, psychometrics, epidemiology, and public health, as well as those interested in methodology. It is also appropriate for an advanced methods course in cross-cultural analysis.