Digitalization is changing our world – and we are in the middle of it. The digital magazine "Das Netz" (German for "the net") gathers writers, activists, scientists, politicians and entrepreneurs to think about the developments of our digital life. More than 50 contributions reflect on the digital transformation of society. Topics include the internet of things, artificial intelligence, ethics of algorithms and responsibility as well as social media and election campaigns plus digitalizati...

This book presents a unique collection of contributions on modern methods and applications in three key areas of statistics, celebrating the significant work of Wolfgang Schmid in this field. It is structured thematically into parts focusing on statistical process monitoring, financial statistics, and spatial statistics with environmetrics, each featuring chapters from leading experts.The opening articles on statistical process monitoring present novel methodologies for the detecti...

Should we ban war robots or are they something we might want? What can computer games tell us about our morals? Is it OK to love a robot? What is ethical design in the digital world? How do we need to regulate the algorithms that impact our lives? The digital transition puts our ideas about morality to the test, presenting us with new questions in all areas of life: politics, economy, social life, communication, entertainment. In twenty contributions, experts from Europe, America and Asia ...

A World Without Work: A Visionary Account of How AI Will Transform the World of WorkFrom mechanical looms to computers, new technologies have always provoked panic about workers being replaced by machines. For centuries, such fears have been misplaced, but as Daniel Susskind demonstrates in A World Without Work, this time is different. Breakthroughs in artificial intelligence mean that all kinds of jobs are increasingly at risk.Drawing on ...

The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments.The Handbook of Statistics is a series of self-contained reference books. Each volume is devoted to a particular topic in statistics, with Volume 30 deal...

The overarching aim of this open access book is to present self-contained theory and algorithms for investigation and prediction of electric demand peaks. A cross-section of popular demand forecasting algorithms from statistics, machine learning and mathematics is presented, followed by extreme value theory techniques with examples.In order to achieve carbon targets, good forecasts of peaks are essential. For instance, shifting demand or charging battery depends on correct demand p...

A “tremendously intelligent and stylish” guide to the new technologies that are transforming our everyday lives, in ways both good and bad (Guardian)Everywhere we turn, a startling new device promises to transfigure our lives. But at what cost? In this urgent and revelatory excavation of our Information Age, leading technology thinker Adam Greenfield forces us to reconsider our relationship with the networked objects, services and spaces that define us. It...

Praise for the Third Edition"...this is an excellent book which could easily be used as a course text..."—International Statistical InstituteThe Fourth Edition of Applied Linear Regression provides a thorough update of the basic theory and methodology of linear regression modeling. Demonstrating the practical applications of linear regression analysis techniques, the Fourth Edition...

Applied Survival Analysis Using R covers the main principles of survival analysis, gives examples of how it is applied, and teaches how to put those principles to use to analyze data using R as a vehicle. Survival data, where the primary outcome is time to a specific event, arise in many areas of biomedical research, including clinical trials, epidemiological studies, and studies of animals. Many survival methods are extensions of techniques used in linear regression and categoric...

From the founding director of the MIT Center for Collective Intelligence comes a fascinating look at the remarkable capacity for intelligence exhibited by groups of people and computers working together.If you're like most people, you probably believe that humans are the most intelligent animals on our planet. But there's another kind of entity that can be far smarter: groups of people. In this groundbreaking book, Thomas Malone, the founding director of the MIT Ce...

Understand and utilize the latest developments in Weibull inferential methodsWhile the Weibull distribution is widely used in science and engineering, most engineers do not have the necessary statistical training to implement the methodology effectively. Using the Weibull Distribution: Reliability, Modeling, and Inference fills a gap in the current literature on the topic, introducing a self-contained presentation of the probabili...

INTRODUCTION TO LINEAR REGRESSION ANALYSISA comprehensive and current introduction to the fundamentals of regression analysisIntroduction to Linear Regression Analysis, 6th Edition is the most comprehensive, fulsome, and current examination of the foundations of linear regression analysis. Fully updated in this new sixth edition, the distinguished authors have included new material on generalized regression techniques and new examp...