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The book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution ...models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fifth edition contains several new topics, including copula functions, Poisson regression for non-counts, additional semi-parametric methods, and discrete factor models. Other sections have been reorganized, rewritten, and extended.
The application of probability and statistics to an ever-widening number of life-decisions serves to reproduce, reinforce, and widen disparities in the quality of life that different groups of people ...can enjoy. As a critical technology assessment, the ways in which bad luck early in life increase the probability that hardship and loss will accumulate across the life course are illustrated. Analysis shows the ways in which individual decisions, informed by statistical models, shape the opportunities people face in both market and non-market environments. Ultimately, this book challenges the actuarial logic and instrumental rationalism that drives public policy and emphasizes the role that the mass media play in justifying its expanded use. Although its arguments and examples take as their primary emphasis the ways in which these decision systems affect the life chances of African-Americans, the findings are also applicable to a broad range of groups burdened by discrimination.
Labour in the 21st Century Stone, Katherine; Dagnino, Emanuele; Martínez, Silvia Fernández
2017, 2017-02-01
eBook
Several major transformations have characterized the world of work in recent years. Those transformations follow different patterns in different countries, yet their dynamics are so interrelated that ...it is often hard, if not impossible, to distinguish the causal relationships among them. Technological advances, globalization, old and new media, demographic changes, and new production and economic systems are all key factors acting on this ongoing transformation which is impacting both the world of work and society as a whole. In the spirit of Karl Polanyi, the well-known scholar who described the rise of market-based societies, we are led to wonder if we are witnessing a new "Great Transformation of Work", on such a scale that it might change the very meaning of work in our society, and even its anthropological connotations. Accordingly, this volume investigates and discusses the different aspects of this transformation from a comparative perspective. In order to propose better solutions to cope with these changes, it is necessary to analyze their ongoing dynamics. Lawmakers, unions, scholars and practitioners are all called to do their part in order to achieve the goals of sustainability and fairness of our economic systems.
