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Veridical Data Science
  • Language: en
  • Pages: 527

Veridical Data Science

  • Type: Book
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  • Published: 2024-10-15
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  • Publisher: MIT Press

Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science. Most textbooks present data science as a linear analytic process involving a set of statistical and computational techniques without accounting for the challenges intrinsic to real-world applications. Veridical Data Science, by contrast, embraces the reality that most projects begin with an ambiguous domain question and messy data; it acknowledges that datasets are mere approximations of reality while analyses are mental constructs. Bin Yu and Rebecca Barter employ the innovative Predictability, Computability, and Stability (PCS) framework to...

The German Migration Integration Regime
  • Language: en
  • Pages: 212

The German Migration Integration Regime

  • Type: Book
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  • Published: 2023-10-23
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  • Publisher: Policy Press

Syrian refugees who gained asylum in Germany following the so-called refugee crisis in 2015 quickly entered into an ‘integration regime’ which produced a binary notion of ‘well integrated’ migrants versus refugees falling short of the narrow social and political definitions of a ‘good’ refugee. Etzel’s rich ethnographic study shows how refugees navigated this conditional inclusion. While some asylum seekers gained international protection, others were left with limited agency to demand government accountability for the ever-moving target of integration. Putting a spotlight on the inconsistencies and failings of a universal approach to integration, this is an important contribution to the wider field of migration and anthropology of the state.

Ageing in Europe - Supporting Policies for an Inclusive Society
  • Language: en
  • Pages: 610

Ageing in Europe - Supporting Policies for an Inclusive Society

SHARE is an international survey designed to answer the societal challenges that face us due to rapid population ageing. How do we Europeans age? How will we do economically, socially and healthwise? How are these domains interrelated? The authors of this multidisciplinary book have taken a further big step towards answering these questions based on the recent SHARE data in order to support policies for an inclusive society.

The Long-term Consequences of Migration
  • Language: en
  • Pages: 129

The Long-term Consequences of Migration

Migration and population ageing belong to the central challenges for the current and future Europe. Since 1985, the number of inhabitants in European countries who were born outside their country of residence has more than doubled. Besides, already by 2020, a quarter of Europeans will be over 60 years old. Both developments will have substantial impacts on numerous aspects of the European society. Using data from the Survey of Health, Ageing and Retirement in Europe (SHARE), this volume investigates one of the intersections between migration and ageing by putting the focus on persons aged 50+ who migrated at some point in their life and now grow old abroad. Until now, little is known about the long-term consequences of migration. In the three studies of his thesis, Stefan Gruber investigates in how far migrants are affected by having migrated with regard to two different outcomes: subjective well-being and cognitive functioning. -- (from back cover)

Life Course, Work, and Labour in Global History
  • Language: en
  • Pages: 464

Life Course, Work, and Labour in Global History

This multidisciplinary volume offers unique perspectives, across the globe and throughout the centuries, on the complexity of the nexus between work and the life course. For industrialized regions, from Germany and Western Europe to China and Japan, it questions the widespread notion of an overall growing working life course instability, since the 1970s. For unindustrialized or industrializing regions, from West Africa to state socialist East Central Europe, as well as for transnational and transcontinental labour migrations, it shows the enormous influence of the extended family and wider kin on individual pathways into and out of work. For early modern Europe, India, and China, and up to t...

Statistical Modeling of Reliability Structures and Industrial Processes
  • Language: en
  • Pages: 246

Statistical Modeling of Reliability Structures and Industrial Processes

  • Type: Book
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  • Published: 2022-09-27
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  • Publisher: CRC Press

This reference text introduces advanced topics in the field of reliability engineering, introduces statistical modeling techniques, and probabilistic methods for diverse applications. It comprehensively covers important topics including consecutive-type reliability systems, coherent structures, multi-scale statistical modeling, the performance of reliability structures, big data analytics, prognostics, and health management. It covers real-life applications including optimization of telecommunication networks, complex infrared detecting systems, oil pipeline systems, and vacuum systems in accelerators or spacecraft relay stations. The text will serve as an ideal reference book for graduate students and academic researchers in the fields of industrial engineering, manufacturing science, mathematics, and statistics.

Offended Freedom
  • Language: en
  • Pages: 251

Offended Freedom

Today, a new kind of freedom fighter has emerged in our midst: liberal and open-minded, these individuals champion liberty and resent the imposition of more and more rules and exhortations that constrain their freedom. They are angry, disgruntled, offended. Why should they have to wear a face mask, get vaccinated or follow new rules on diversity and equality? They should be free to choose. They do not long for a glorified past or the strong arm of the state but argue instead for individual freedoms at all costs. Carolin Amlinger and Oliver Nachtwey see this new freedom fighter as symptomatic of the rise of a new political current in Western societies – what they call ‘libertarian authori...

Ageing Without Ageism?
  • Language: en
  • Pages: 289

Ageing Without Ageism?

Ageing without Ageism? contributes to the essential and timely discussion of age, ageism, population ageing, and public policy. It demonstrates the breadth of the challenges posed by these issues by covering a wide range of policy areas: from health care to old-age support, from democratic participation to education, and from family to fiscal policy. With contributions from 21 authors the discussion bridges the gap between academia and public life by putting in dialogue fresh philosophical analysis and specific new policy proposals. It approaches familiar issues like age discrimination, justice between age groups, and democratic participation across the ages from novel perspectives.

Prospective Longevity
  • Language: en
  • Pages: 273

Prospective Longevity

From two leading experts, a revolutionary new way to think about and measure aging. Aging is a complex phenomenon. We usually think of chronological age as a benchmark, but it is actually a backward way of defining lifespan. It tells us how long we’ve lived so far, but what about the rest of our lives? In this pathbreaking book, Warren C. Sanderson and Sergei Scherbov provide a new way to measure individual and population aging. Instead of counting how many years we’ve lived, we should think about the number of years we have left, our “prospective age.” Two people who share the same chronological age probably have different prospective ages, because one will outlive the other. Combin...

New Approaches to Multilingualism, Language Learning, and Teaching
  • Language: en
  • Pages: 242

New Approaches to Multilingualism, Language Learning, and Teaching

This volume examines issues of bilingualism and multilingualism. The research reported addresses second (L2), third (L3) and heritage language acquisition, including multiliteracy and home language development. It also touches on issues relating to language teaching methodology, education, and language policy. Through the lens of critical analysis, the authors seek to investigate new approaches to bi/multilingualism, language learning and teaching, theoretical models, research methodology, and application of language acquisition theories in teaching. The contributions provide frameworks for understanding multilingualism based on diverse topics and analyses. These chapters cover key concepts,...