This first edition focuses on probability and the Bayesian viewpoint. It presents basic material on probability and then introduces inference by means of Bayes' rule. The emphasis is on statistical thinking and how one learns from data. The objective is to present the basic tenets of statistical inference. Unique in its format, the text allows students to discover statistical concepts, explore statistical principles, and apply statistical techniques. In addition to the numerous activities and exercises around which the text is built, the book includes a basic text exposition for each topic, and data appendices.

The eighteenth century has been hailed for its revolution in consumer culture, but Material Literacy in Eighteenth-Century Britain repositions Britain as a nation of makers. It brings new attention to eighteenth-century craftswomen and men with its focus on the material knowledge possessed not only by professional artisans and amateur makers, but also by skilled consumers. This edited collection gathers together a group of interdisciplinary scholars working in the fields of art history, history, literature, and museum studies to unearth the tactile and tacit knowledge that underpinned fashion, tailoring, and textile production. It invites us into the workshops, drawing rooms, and backrooms of a broad range of creators, and uncovers how production and tacit knowledge extended beyond the factories and machines which dominate industrial histories. This book illuminates, for the first time, the material literacies learnt, enacted, and understood by British producers and consumers. The skills required for sewing, embroidering, and the textile arts were possessed by a large proportion of the British population: men, women and children, professional and amateur alike. Building on previous studies of shoppers and consumption in the period, as well as narratives of manufacture, these essays document the multiplicity of small producers behind Britain's consumer revolution, reshaping our understanding of the dynamics between making and objects, consumption and production. It demonstrates how material knowledge formed an essential part of daily life for eighteenth-century Britons. Craft technique, practice, and production, the contributors show, constituted forms of tactile languages that joined makers together, whether they produced objects for profit or pleasure.

"Published in association with BSECS, British Society for Eighteenth-Century Studies"

The focus of this volume is on the further development of the Quality of Life Theory and the means to measure the concept. The volume summarizes Michalos’ fundamental assumptions about the nature of quality of life or human well-being and explains in detail the two variable theory of the quality of life. It gives an update of the journal Social Indicators Research after forty years, an explanation of the role of community indicators in connecting communities, and a critical review of the much publicized Stiglitz, Sen and Fitoussi report. It deals with the multiple discrepancies theory (MDT), the empirical theory designed to provide the foundation of the pragmatic theory of value. Other concepts discussed in this volume are the stability, sensitivity, and other different features of measures of domain and life satisfaction and happiness, measures of arts-related activities and beliefs, measures of knowledge, attitudes and behaviour concerning sustainable development, and the role of quality of life in sustainable development research. The volume concludes with discussions on connections between social indicators and communities, aspects of community quality of life in Prince George, British Columbia and Jasper, Alberta, and British Columbians’ expectations and attitudes going into the third millennium.

Bringing together leading authorities, this unique handbook reviews the breadth of current approaches for studying how people think, feel, and behave in everyday environments, rather than in the laboratory. The volume thoroughly describes experience sampling methods, diary methods, physiological measures, and other self-report and non-self-report tools that allow for repeated, real-time measurement in natural settings. Practical guidance is provided to help the reader design a high-quality study, select and implement appropriate methods, and analyze the resulting data using cutting-edge statistical techniques. Applications across a wide range of psychological subfields and research areas are discussed in detail.

To document the world's diversity of species and reconstruct the tree of life we need to undertake some simple but mountainous tasks. Most importantly, we need to tackle species rich groups. We need to collect, name, and classify them, and then position them on the tree of life. We need to do this systematically across all groups of organisms and b