This book is an overview of the Bayesian approach to applying the most important inferential methods of statistical science. It is designed as a textbook for advanced undergraduate and master’s students in Data Science, Statistics, or Mathematics who are interested in learning about Bayesian statistics.The reader should be familiar with calculus and should have taken a statistical inference Statistics course covering the basic rules of probability, probability distributions and exp...

Foundations of Statistics for Data Scientists: With R and Python is designed as a textbook for a one- or two-term introduction to mathematical statistics for students training to become data scientists. It is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modeling. The book assumes knowledge of basic calculus, so ...

Statistical science as organized in formal academic departments is relatively new. With a few exceptions, most Statistics and Biostatistics departments have been created within the past 60 years. This book consists of a set of memoirs, one for each department in the U.S. created by the mid-1960s. The memoirs describe key aspects of the department’s history -- its founding, its growth, key people in its development, success stories (such as major research accomplishments) and the occasional...

Manic behavior holds an undeniable fascination in American culture today. It fuels the plots of best-selling novels and the imagery of MTV videos, is acknowledged as the driving force for successful entrepreneurs like Ted Turner, and is celebrated as the source of the creativity of artists like Vincent Van Gogh and movie stars like Robin Williams. Bipolar Expeditions seeks to understand mania's appeal and how it weighs on the lives of Americans diagnosed with manic depression....

Quantitative research in social science research is changing rapidly. Researchers have vast and complex arrays of data with which to work: we have incredible tools to sift through the data and recognize patterns in that data; there are now many sophisticated models that we can use to make sense of those patterns; and we have extremely powerful computational systems that help us accomplish these tasks quickly. This book focuses on some of the extraordinary work being conducted in computatio...

The Problem with Survey Research makes a case against survey research as a primary source of reliable information. George Beam argues that all survey research instruments, all types of asking-including polls, face-to-face interviews, and focus groups-produce unreliable and potentially inaccurate results. Because those who rely on survey research only see answers to questions, it is impossible for them, or anyone else, to evaluate the results. They cannot know if the answers correspond to r...

This book brings together some of the world’s foremost literacy scholars to discuss how research influences what teachers actually do in the classroom. Chapters describe the current state of knowledge about such key topics as decoding, vocabulary, comprehension, digital literacies, reading disabilities, and reading reform. At the same time, the authors offer a unique “inside view” of their own research careers: key personal and professional influences, how their research agendas took shape...

Named a 2013 Doody's Core Title!"A challenge ahead for nursing is to take the path of most resistance rather than the easier road of least resistance. The debate needs to continue...[by focusing on] whether nursing is teaching an appropriate level of inquiry including philosophy and methodologies specific to those real-world, rapidly changing conditions that characterize today's practice environment."From the Foreword by Sally J. Reel, PhD,...

Academic Writing and Publishing will show academics (mainly in the social sciences) how to write and publish research articles. Its aim is to supply examples and brief discussions of recent work in all aspects of the area in short, sharp chapters. It should serve as a handbook for postgraduates and lecturers new to publishing. The book is written in a readable and lively personal style. The advice given is direct and based on up-to-date research that goes beyond that given in curr...

This book is your ultimate Herbert A. Simon resource. Here you will find the most up-to-date information, facts, quotes and much more.In easy to read chapters, with extensive references and links to get you to know all there is to know about Herbert A. Simon's whole picture right away. Get countless Herbert A. Simon facts right at your fingertips with this essential resource.The Herbert A. Simon Handbook is the single and largest Herbert A. Simon reference book. This compen...

This book explores models and concepts of trust in a digitized world. Trust is a core concept that comes into play in multiple social and economic relations of our modern life. The book provides insights into the current state of research while presenting the viewpoints of a variety of disciplines such as communication studies, information systems, educational and organizational psychology, sports psychology and economics. Focusing on an investigation of how the Internet is changing the re...

Quality Management and Managerialism in Healthcare creates a comprehensive and systematic international survey of various perspectives on healthcare quality management together with some of their most pertinent critiques. It reviews the factors which have underpinned the managerialist trajectory of healthcare management over the past decades.