Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be very useful in the analysis of high-dimensional data. Examples include the Lasso and group Lasso m…
Many healthcare improvement approaches originated in manufacturing, where end users are framed as consumers. But in healthcare, greater recognition of the complexity of relationships between patients, staff, and services (beyond a provider-consumer exchange) is generating new insights and approaches to healthcare improvement informed directly by patient and staff experience.
This book focuses on the meaning of statistical inference and estimation. Statistical inference is concerned with the problems of estimation of population parameters and testing hypotheses. Primarily aimed at undergraduate and postgraduate students of statistics, the book is also useful to professionals and researchers in statistical, medical, social and other disciplines. It discusses current …
This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring psychological traits), health (e.g. for measuring the severity of disorders), and education (e.g.…
Much of the information relevant to policy formulation for industrial development is held by the private sector, not by public officials. There is, therefore, fairly broad agreement in the development literature that some form of structured engagement—often referred to as close or strategic coordination—between the public and private sectors is needed, to assist in the design of appropriate…
JIMD Reports publishes case and short research reports in the area of inherited metabolic disorders. Case reports highlight some unusual or previously unrecorded feature relevant to the disorder or serve as an important reminder of clinical or biochemical features of a Mendelian disorder.
This volume provides a concise and up to date resource that directly addresses the needs of general surgeons who perform vascular surgery by focusing on the diagnosis and clinical management of common vascular conditions. The volume is divided into sections on arterial disease, venous disease, vascular trauma, and vascular access. Chapters on arterial disease outline the management and surgical…
In the second edition of this classic monograph, complete with four new chapters and updated references, readers will now have access to content describing and analysing classical and modern methods with emphasis on the algebraic structure of linear iteration, which is usually ignored in other literature. The necessary amount of work increases dramatically with the size of systems, so one ha…
My ongoing engagements with international and national debates on climate justice are a result of an intellectual journey over the past two decades that has brought me time and again to the complex intersections of environmental protection and social justice. Market-based solutions became the backbone of ostensible global responses to climate change at the United Nations Climate Change Conferen…
This book focuses on how to effectively integrate the teaching and learning of visual and media literacies in K-12 and higher education. Not only does it address and review the elements and principles of visual design but also identifies, discusses and describes the value of media in learning diverse and challenging content across disciplines. Finally, this book provides a balanced treatment of…