Mathematics of Discrete Structures for Computer Science

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python 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 modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

With clear explanations, real-world examples and updated ancillary material, the 11th edition of Environmental Chemistry emphasizes the concepts essential to the practice of environmental science, technology and chemistry. The format and organization popular in preceding editions is used, including an approach based upon the five environmental spheres and the relationship of environmental chemistry to the key concepts of sustainability, industrial ecology and green chemistry. The new edition provides a comprehensive view of key environmental issues, and significantly looks at diseases and pandemics as an environmental problem influenced by other environmental concerns like climate change.Features:*The most trusted and best-selling text for environmental chemistry has been fully updated and expanded once again*The author has preserved the basic format with appropriate updates including a comprehensive overview of key environmental issues and concerns*New to this important text is materi

Drawing on the Homeric epics, this multidisciplinary work reveals the cultural transformations which need to take place in order to transition from today's modern extractive agricultural system to a sustainable natural-systems agriculture. In order to provide an imaginative foundation on which to build such a cultural transformation, the author draws on the oldest and most pervasive pair of literary works in the Western canon: the Iliad and the Odyssey. He uses themes from those foundational literary works to critique the concept of state sovereignty and to explain how innovative federalism structures around the world already show momentum building toward changes in global environmental governance.The book proposes a dramatic expansion on those innovations, to create eco-states responsible for agroecological management. Drawing from many years of experience in international institutions, the author proposes a system of coordination by which an international agroecology-focused organiza

Expanding on the highly successful previous two editions, this third edition of Proton Therapy Physics has been updated throughout and includes several new chapters on “Adaptive Proton Therapy,” "Imaging for Planning,” “Flash Proton Therapy,” and “Outcome Modeling for Patient Selection.” Suitable for both newcomers in medical physics and more seasoned specialists in radiation oncology, this book provides an in-depth overview of the physics of this radiation therapy modality, eliminating the need to dig through information scattered across medical physics literature. After tracing the history of proton therapy, this book explores the atomic and nuclear physics background necessary for understanding proton interactions with tissue. The text then covers dosimetry, including beam delivery, shielding aspects, computer simulations, detector systems, and measuring techniques for reference dosimetry.Important for daily operations, acceptance testing, commissioning, quality assurance, and monit

Contemporary Abstract Algebra, Tenth EditionFor more than three decades, this classic text has been widely appreciated by instructors and students alike. The book offers an enjoyable read and conveys and develops enthusiasm for the beauty of the topics presented. It is comprehensive, lively, and engaging.The author presents the concepts and methodologies of contemporary abstract algebra as used by working mathematicians, computer scientists, physicists, and chemists. Students will learn how to do computations and to write proofs. A unique feature of the book are exercises that build the skill of generalizing, a skill that students should develop but rarely do.Applications are included to illustrate the utility of the abstract concepts. Examples and exercises are the heart of the book. Examples elucidate the definitions, theorems, and proof techniques; exercises facilitate understanding, provide insight, and develop the ability to do proofs.The exercises often foreshadow definitions, co

Experiments, Animal Bodies and Human Values presents a sociological examination of the ethics of using animals in biomedical experiments, exploring the manner in which science and technology have sought to advance the human body project by using animals as a resource for human gain. Such scientific developments are typically viewed as progress, a notion challenged by this book's analysis of the ways in which the animal body is exploited - and has become increasingly exploitable - in a bid to protect the human body project from perceived risks to health. Drawing on themes and issues in sociology, such as the construction and commodification of the body, risk in society and identity politics, Experiments, Animal Bodies and Human Values offers a rich discussion of the human use of non-human animals, shedding light on human embodiment and its relation to animal bodies. A timely and sophisticated exploration of key issues of moral and sociological concern, this book will appeal to those