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Statistics lectures have often been viewed with trepidation by engineering and science students taking an ancillary course in this subject. Whereas there are many texts showing "how" statistical methods are applied, few provide a clear explanation for non-statisticians of how the principlesof data analysis can be based on probability theory. Data Analysis: A Bayesian Tutorial provides such a text, putting emphasis as much on understanding "why" and "when" certain statistical procedures should be used as "how". This difference in approach makes the text ideal as a tutorial guide forsenior undergraduates and research students, in science and engineering. After explaining the basic principles of Bayesian probability theory, their use is illustrated with a variety of examples ranging from elementary parameter estimation to image processing. With its central emphasis on a fewfundamental rules, this book takes the mystery out of statistics by providing a clear rationale for some of the most widely-used procedures.
Focusing on Bayesian methods and maximum entropy, this book shows how a few fundamental rules can be used to tackle a variety of problems in data analysis. Topics covered include reliability analysis, multivariate optimisation, least-squares and maximum likelihood, and more.
This book is published open access under a CC BY 4.0 license. White Paper on Joint Replacement This White Paper details the status of hip and knee arthroplasty care in Germany. Hip and knee replacements are amongst the most frequently performed procedures and usually become necessarily due to age-related wear of the joint, osteoarthritis and fractures of the femoral neck. In light of demographic change, demands with regard to standards of care and the procedures are likely to rise. Contents • This White Paper contains information on indications, procedures, health economic aspects and the healthcare system stakeholders involved. • It portrays current developments with regard to the preva...
"In Music, Disability, and Society Alex Lubet identifies the utility of bringing a disability studies perspective to the field of music studies. His book helps to demonstrate not only the significance of disabled people's presence in the history of music, but, even more importantly, the difference that disability makes in the production of the art form itself. The work will help to spur new work in this interdisciplinary arena for years to come."---David Mitchell, Temple University --Book Jacket.
In the 80's the countries of Asia-Pacific had first experienced 'economic miracles'. Then after a short period of stagnation and retrenchment in the 90's, the economic prosperity is again in full swing from the beginning of the 21st century. The major driving force behind this is the rapidly growing economic and technical cooperation among countries (China, Japan, South Korea and Southeast Asian countries) in the region, attributable to liberalization of trade and Free Trade Agreements efforts which is expected to lead to the establishment of a common market like EU. This book is the most comprehensive compendium of expertise about the current economic exchanges and chances of a common market in the Asia-Pacific realm and their perspectives substantiated by case studies.
In explicit form, Kant does not speak that much about values or goods. The reason for this is obvious: the concepts of ‘values’ and ‘goods’ are part of the eudaimonistic tradition, and he famously criticizes eudaimonism for its flawed ‘material’ approach to ethics. But he uses, on several occasions, the traditional teleological language of goods and values. Especially in the Groundwork and the Critique of Practical Reason, Kant develops crucial points on this conceptual basis. Furthermore, he implicitly discusses issues of conditional and unconditional values, subjective and objective values, aesthetic or economic values etc. In recent Kant scholarship, there has been a controversy on the question how moral and nonmoral values are related in Kant’s account of human dignity. This leads to the more fundamental problem if Kant should be seen as a prescriptvist (antirealist) or as subscribing to a more objective rational agency account of goods. This issue and several further questions are addressed in this volume.
Teaching Health Humanities expands our understanding of the burgeoning field of health humanities and of what it aspires to be. The volume's contributors describe their different degree programs, the politics and perspectives that inform their teaching, and methods for incorporating newer digital and multimodal technologies into teaching practices. Each chapter lays out theories that guide contributors' pedagogy, describes its application to syllabus design, and includes, at the finer level, examples of lesson plans, class exercises, and/or textual analyses. Contributions also focus on pedagogies that integrate critical race, feminist, queer, disability, class, and age studies in courses, wi...