This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.
This is an Open Access book. This book based on static indicators and dynamic big data from local electric vehicles, is the first New-Energy Vehicles (NEVs) research report on the Big Data in China. Using the real-time big data collected by China's National Monitoring and Management Platform for NEVs, this book delves into the main annual technological progress of NEVs, the vehicle operatin…
This open access book provides the first comprehensive coverage of the wheat genome sequence since the publication of the draft and reference sequences for bread wheat and durum wheat. It presents an overview and all aspects of the gold standard sequence of the bread wheat genome, IWGSC RefSeq v1.0 and its subsequent improvements through 2022 (IWGSC RefSeq v2.1), as well as the sequencing of mu…
This open access book examines the ways that consent operates in contemporary culture, suggesting it is a useful starting point to respectful relationships. This work, however, seeks to delve deeper, into the more complicated aspects of sexual consent. It examines the ways meaningful consent is difficult, if not impossible, in relationships that involve intimate partner violence or family viole…
This open access book examines the conversations around gendered mental health in contemporary Western media culture. While early 21st century-media was marked by a distinct focus on happiness, productivity and success, during the 2010s negative feelings and discussions around mental health have become increasingly common in that same media landscape. This book traces this turn to sadness in wo…
This open access book considers the concept of the hinterland as a crucial tool for understanding the global and planetary present as a time defined by the lasting legacies of colonialism, increasing labor precarity under late capitalist regimes, and looming climate disasters. Traditionally seen to serve a (colonial) port or market town, the hinterland here becomes a lens to attend to the times…
This second edition, in Open Access, aims to provide a comprehensive and practical overview of the knowledge required for the assessment and management of the older adult with or at risk of fragility fracture, with additional focus on those who are frail. It considers this from the perspectives of all the clinical and home care settings in which this group of patients receive care and is releva…