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This classroom-tested textbook is an introduction to probability theory, with the right balance between mathematical precision, probabilistic intuition, and concrete applications. Introduction to Probability covers the material precisely, while avoiding excessive technical details. After introducing the basic vocabulary of randomness, including events, probabilities, and random variables, the text offers the reader a first glimpse of the major theorems of the subject: the law of large numbers and the central limit theorem. The important probability distributions are introduced organically as they arise from applications. The discrete and continuous sides of probability are treated together to emphasize their similarities. Intended for students with a calculus background, the text teaches not only the nuts and bolts of probability theory and how to solve specific problems, but also why the methods of solution work.
This is an open access title available under the terms of a CC BY-NC 4.0 International licence. It is free to read at Oxford Scholarship Online and offered as a free PDF download from OUP and selected open access locations. Sub-Saharan Africa's rural population is growing rapidly, and more young people are entering the labour market every year. This raises serious policy questions. Can rural economies absorb enough job seekers? Could better-educated youth transform Africa's rural economies by adopting new technologies and starting businesses? Are policymakers responding to the youth employment challenge? Or will there be widespread unemployment, social instability, and an exodus to cities and abroad? Youth and Jobs in Rural Africa: Beyond Stylized Facts uses survey data to build a nuanced understanding of the constraints and opportunities facing rural youth in Africa. Addressing the questions of Africa's rural youth is currently hampered by major gaps in our knowledge and stylized facts from cross-country trends or studies that do not focus on the core issues. Youth and Jobs in Rural Africa takes a different approach, drawing on household and firm surveys from selected African countries with an explicit focus on rural youth. It argues that a balance between alarm and optimism is warranted, and that Africa's "youth bulge" is not an unprecedented challenge. Jobs in rural areas are limited, but agriculture is transforming and youth are participating, adopting new technologies and running businesses. Governments have adopted youth employment as a priority, but policies often do not address the specific needs of rural populations. Youth and Jobs in Rural Africa emphasizes that by going beyond stylized facts and drawing on more granular analysis, we can design effective policies to turn Africa's youth problem into an opportunity for rural transformation.
This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled “Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases” as a part of Sensors journal.
Maintaining the same accessible and hands-on presentation, Introductory Biostatistics, Second Edition continues to provide an organized introduction to basic statistical concepts commonly applied in research across the health sciences. With plenty of real-world examples, the new edition provides a practical, modern approach to the statistical topics found in the biomedical and public health fields. Beginning with an overview of descriptive statistics in the health sciences, the book delivers topical coverage of probability models, parameter estimation, and hypothesis testing. Subsequently, the book focuses on more advanced topics with coverage of regression analysis, logistic regression, methods for count data, analysis of survival data, and designs for clinical trials. This extensive update of Introductory Biostatistics, Second Edition includes: • A new chapter on the use of higher order Analysis of Variance (ANOVA) in factorial and block designs • A new chapter on testing and inference methods for repeatedly measured outcomes including continuous, binary, and count outcomes • R incorporated throughout along with SAS®, allowing readers to replicate results from presented examples with either software • Multiple additional exercises, with partial solutions available to aid comprehension of crucial concepts • Notes on Computations sections to provide further guidance on the use of software • A related website that hosts the large data sets presented throughout the book Introductory Biostatistics, Second Edition is an excellent textbook for upper-undergraduate and graduate students in introductory biostatistics courses. The book is also an ideal reference for applied statisticians working in the fields of public health, nursing, dentistry, and medicine.
What if it's not your fault that sex is bad in your marriage? Based on a groundbreaking in-depth survey of 22,000 Christian women, The Great Sex Rescue unlocks the secrets to what makes some marriages red hot while others fizzle out. Generations of women have grown up with messages about sex that make them feel dirty, used, or invisible, while men have been sold such a cheapened version of sex, they don't know what they're missing. The Great Sex Rescue hopes to turn all of that around, developing a truly biblical view of sex where mutuality, intimacy, and passion reign. The Great Sex Rescue pulls back the curtain on what is happening in Christian bedrooms and exposes the problematic teachings that wreck sex for so many couples--and the good teachings that leave others breathless. In the #metoo and #churchtoo era, not only is this book a long overdue corrective to church culture, it is poised to free thousands of couples from repressive and dissatisfying sex lives so that they can experience the kind of intimacy and wholeness God intended.
Introduction to Statistical ThinkingBy Benjamin Yakir
Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the principles and best practices that govern the art of predictive analytics. It clearly explains the theory behind predictive analytics, teaches the methods, principles, and techniques for conducting predictive analytics projects, and offers tips and tricks that are essential for successful predictive modeling. Hands-on examples and case studies are included. The ability to successfully apply predictive analytics enables businesses to effectively interpret big data; essential for competition today This guide teaches not only the principles of predictive analytics, but also how to apply them to achieve real, pragmatic solutions Explains methods, principles, and techniques for conducting predictive analytics projects from start to finish Illustrates each technique with hands-on examples and includes as series of in-depth case studies that apply predictive analytics to common business scenarios A companion website provides all the data sets used to generate the examples as well as a free trial version of software Applied Predictive Analytics arms data and business analysts and business managers with the tools they need to interpret and capitalize on big data.
Economists, psychologists, and marketers are interested in determining the monetary value people place on non-market goods for a variety of reasons: to carry out cost-benefit analysis, to determine the welfare effects of technological innovation or public policy, to forecast new product success, and to understand individual and consumer behavior. Unfortunately, many currently available techniques for eliciting individuals' values suffer from a serious problem in that they involve asking individuals hypothetical questions about intended behavior. Experimental auctions circumvent this problem because they involve individuals exchanging real money for real goods in an active market. This represents a promising means for eliciting non-market values. Lusk and Shogren provide a comprehensive guide to the theory and practice of experimental auctions. It will be a valuable resource to graduate students, practitioners and researchers concerned with the design and utilization of experimental auctions in applied economic and marketing research.
Concise, fast-paced, intensive introduction to clinical research design for students and clinical research professionals Readers will gain sufficient knowledge to pass the United States Medical Licensing Examination part I section in Epidemiology