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Validity, Reliability, and Significance
Empirical methods are means to answering methodological questions of empirical sciences by statistical techniques. The methodological questions addressed in this book include the problems of validity, reliability, and significance. In the case of machine learning, these correspond to the questions of whether a model predicts what it purports to predict, whether a model's performance is consistent across replications, and whether a performance difference between two models is due to chance, respectively. The goal of this book is to answer these questions by concrete statistical tests that can be applied to assess validity, reliability, and significance of data annotation and machine learning ...
Validity, Reliability, and Significance
Empirical methods are means to answering methodological questions of empirical sciences by statistical techniques. The methodological questions addressed in this book include the problems of validity, reliability, and significance. In the case of machine learning, these correspond to the questions of whether a model predicts what it purports to predict, whether a model's performance is consistent across replications, and whether a performance difference between two models is due to chance, respectively. The goal of this book is to answer these questions by concrete statistical tests that can be applied to assess validity, reliability, and significance of data annotation and machine learning ...
Handbook of Depression in Alzheimer’s Disease
Advances in healthcare have led to an extended life expectancy throughout the developed world, but cognitive impairment in later life, and Alzheimer's disease (AD) in particular, remains one of the intractable problems which can blight quality of life as we age. Depression in Alzheimer's disease is an additional factor which has a significant impact on disability, disease progression, and caregiver burden. This book, volume 4 of the Advances in Alzheimer’s Disease book series which is published in coordination with the Journal of Alzheimer’s Disease, presents papers which reflect the progress in recent years of research into depression in AD. This research has focused on several areas, i...
When the Body Says No
1 The Bermuda Triangle 2 The Little Girl Too Good to Be True 3 Stress and Emotional Competence 4 Buried Alive 5 Never Good Enough 6 You Are Part of This Too, Mom 7 Stress, Hormones, Repression and Cancer 8 Something Good Comes Out of This Is There a "Cancer Personality"? 10 The 55 Per Cent Solution 11 It's All in Her Head 12 I Shall Die First from the Top 13 Self or Non-Self: The Immune System Confused 14 A Fine Balance: The Biology of Relationships 15 The Biology of Loss 16 The Dance of Generations 17 The Biology of Belief 18 The Power of Negative Thinking 19 The Seven A's of Healing Notes Resources Acknowledgments Index
Statistical Methods for Annotation Analysis
Labelling data is one of the most fundamental activities in science, and has underpinned practice, particularly in medicine, for decades, as well as research in corpus linguistics since at least the development of the Brown corpus. With the shift towards Machine Learning in Artificial Intelligence (AI), the creation of datasets to be used for training and evaluating AI systems, also known in AI as corpora, has become a central activity in the field as well. Early AI datasets were created on an ad-hoc basis to tackle specific problems. As larger and more reusable datasets were created, requiring greater investment, the need for a more systematic approach to dataset creation arose to ensure in...
Planet of Microbes
This book takes readers into the latest discoveries about early microbial life, where findings from the earth's furthest extremes are seeking to reshape the future of our planet and ourselves. As scientists take the next step in applying the lessons of popular and controversial research, the world's tiniest, and sometimes most dangerous, microorganisms are being tapped as allies in achieving better health and sustainable energy, while revealing fundamental clues to the mystery of where we came from.--Provided by publisher.
Creating Life in the Lab
Each year brings to light new scientific discoveries that have the power to either test our faith or strengthen it--most recently the news that scientists have created artificial life forms in the laboratory. If humans can create life, what does that mean for the creation story found in Scripture? Biochemist and Christian apologist Fazale Rana, for one, isn't worried. In Creating Life in the Lab, he details the fascinating quest for synthetic life and argues convincingly that when scientists succeed in creating life in the lab, they will unwittingly undermine the evolutionary explanation for the origin of life, demonstrating instead that undirected chemical processes cannot produce a living entity.
Economic Transformation and Business Opportunities in Asia
This book examines the uneven economy in Asia, showing how the pace of economic transformation affects prosperity and the emerging middle class. Using the Lewis turning point and the long run cycle of the rise and fall of nations as a framework, it demonstrates how demographic trends, digitization rates and consumer preferences creates business opportunities in a disruptive and uncertain world. This includes moves toward promoting Eurasian integration, restructuring of state-owned enterprises, green economy, and the digital economies – ecommerce, fintech and sharing economy. Vanity capital, longevity and leisure economies are also discussed. The author explains what drives creative disruption, technical innovation and their effect on manufacturing, consumers, businesses, and sustainability. It is essential reading for students, academics, executives, and business persons wanting in-depth coverage of the economic landscape in Asia.
Patent Politics
Introduction -- Defining the public interest in the US and European patent systems -- Confronting the questions of life-form patentability -- Commodification, animal dignity, and patent-system publics -- Forging new patent politics through the human embryonic stem cell debates -- Human genes, plants, and the distributive implications of patents -- Conclusion
