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Based on the German case, this open access book highlights the increasing flows of migration and the internationalisation of individual life courses. It analyses the experiences of migration across four central domains - employment and income, partners and families, health and wellbeing, as well as friends and social participation - which potentially have far-reaching consequences for social inequalities and life chances. The book showcases results from an innovative probability sample that is representative of German emigrants who recently moved abroad and remigrants who recently returned from abroad and compares their international experiences with the sedentary population in Germany. Stays abroad, whether temporary or permanently, have become the new normal for increasing numbers of people from highly developed welfare states. Unnoticed from mainstream migration studies, these countries are today not only major immigration countries but also important sources of international mobility. By providing an empirically founded prism of the global lives of German migrants, this book is a valuable resource for students and researchers of migration, social inequality, and the life course and provides practitioners with insights into these regularly overlooked aspects of international migration.

The title investigates rural labor mobility in China since 2003, an important phenomenon in the process of Chinese economic transition, influential in economic growth at the macro level and individual wellbeing at the micro level. Based on empirical analysis, the study identifies and evaluates the characteristics, driving forces and impact of the migration and mobility of the rural labor force. The following factors are considered to impact rural workers' mobility decisions and are thoroughly discussed in each chapter: (1) convergence in the level of regional income, (2) industrial structure and the age structure of the workforce, (3) the household registration system, (4) the income gap, (5) the issue of children that are left behind, (6) the health status of rural migrant workers and (7) their social networks. Drawing on new research methods, the final chapter reassesses the impact of rural parents' migration to the city and the overall wellbeing of their children left behind at home, challenging the well-accepted view that there is a negative correlation between the two. The book will appeal to scholars and students interested in labor economics, Chinese economy, sociology, demography, migrant population and especially labor mobility in China.

In conjunction with top survey researchers around the world and with Nielsen Media Research serving as the corporate sponsor, the Encyclopedia of Survey Research Methods presents state-of-the-art information and methodological examples from the field of survey research. Although there are other "how-to" guides and references texts on survey research, none is as comprehensive as this Encyclopedia, and none presents the material in such a focused and approachable manner. With more than 600 entries, this resource uses a Total Survey Error perspective that considers all aspects of possible survey error from a cost-benefit standpoint.

The three-volume set constitutes the proceedings of the 17th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2022, which was held during October 28-30, 2022. The conference took place in Dalian, China.The 95 full and 62 short papers presented in these proceedings were carefully reviewed and selected from 265 submissions. The contributions in theoretical frameworks and analysis of fundamental cross-layer protocol and network design and performance issues; distributed and localized algorithm design and analysis; information and coding theory for wireless networks; localization; mobility models and mobile social networking; underwater and underground networks; vehicular networks; algorithms, systems, and applications of edge computing

Although much has been written about innovation in the past several years, not all parts of the innovation lifecycle have been given the same treatment. This volume focuses on the important first step of arranging financing for innovation before it is made, and explores the feedback effect that innovation can have on finance itself. The book brings together a diverse group of leading scholars in order to address the financing of innovation. The chapters address three key areas, intellectual property, venture capital, and financial engineering in the capital markets, in order to provide fresh and insightful analyses of current and future economic developments in financing innovation. Chapters on intellectual property cover topics including innovation in law-making, orphan business models, and the use of intellectual property to protect financial engineering innovations and developing intellectual property regimes in Brazil, Russia, India, and China. The book also covers the tax treatment of venture capital founders, the treatment of preferred stock by the Delaware Courts, asset-backed lending hedge funds, and corporate governance for small businesses after the Dodd-Frank financial reform bill. The book will be of interest to scholars, practitioners, and students in law, innovation, finance, and business.

Overview This diploma course covers all aspects you need to know to become a successful Data Scientist. Content - Getting Started with Data Science - Data Analytic Thinking - Business Problems and Data Science Solutions - Introduction to Predictive Modeling: From Correlation to Supervised Segmentation - Fitting a Model to Data - Overfitting and Its Avoidance - Similarity, Neighbors, and Clusters Decision Analytic Thinking I: What Is a Good Model? - Visualizing Model Performance - Evidence and Probabilities - Representing and Mining Text - Decision Analytic Thinking II: Toward Analytical Engineering - Other Data Science Tasks and Techniques - Data Science and Business Strategy - Machine Learning: Learning from Data with Your Machine. - And much more Duration 6 months Assessment The assessment will take place on the basis of one assignment at the end of the course. Tell us when you feel ready to take the exam and we’ll send you the assignment questions. Study material The study material will be provided in separate files by email / download link.

After the United Nations adopted the 17 Sustainable Development Goals (SDGs) to "end poverty, protect the planet, and ensure prosperity for all," researchers and policy makers highlighted the importance of targeted investment in science, technology, and innovation (STI) to make tangible progress. Science, Technology, and Innovation for Sustainable Development Goals showcases the roles that STI solutions can play in meeting on-the-ground socio-economic and environmental challenges among domestic and international organizations concerned with the SDGs in three overlapping areas: agriculture, health, and environment/energy. Authors and researchers from 31 countries tackle both big-picture questions, such as scaling up the adoption and diffusion of new sustainable technologies, and specific, localized case studies, focusing on developing and middle-income countries and specific STI solutions and policies. Issues addressed include renewable energy, automated vehicles, vaccines, digital health, agricultural biotechnology, and precision agriculture. In bringing together diverse voices from both policy and academic spheres, this volume provides practical and relevant insights and advice to support policy makers and managers seeking to enhance the roles of STI in sustainable development.