Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. The new programs are designed to be much easier to use than the scripts in the first edition.

In particular, there ar...

Put Predictive Analytics into ActionLearn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise tha...

Best practices for picking up the pieces when projects fail There are plenty of books available offering best practices that help you keep your projects on track, but offer guidance on what to do when the worst has already happened. Some studies show that more than half of all large-scale project fail either fail completely, or at least miss targeted budget and scheduling goals. These failures cost organizations time, money, and labor.

Project Recovery offers wise guidance and real-world best...

Through examples and analogies, Computational Thinking for the Modern Problem Solver introduces computational thinking as part of an introductory computing course and shows how computer science concepts are applicable to other fields. It keeps the material accessible and relevant to noncomputer science majors. With numerous color figures, this classroom-tested book focuses on both foundational computer science concepts and engineering topics.

It covers abstraction, algorithms, logic, graph th...

The second edition of a bestselling textbook, Using R for Introductory Statistics guides students through the basics of R, helping them overcome the sometimes steep learning curve. The author does this by breaking the material down into small, task-oriented steps. The second edition maintains the features that made the first edition so popular, while updating data, examples, and changes to R in line with the current version.

Language is one of our most precious and uniquely human capacities, so it is not surprising that research on its neural substrates has been advancing quite rapidly in recent years. Until now, however, there has not been a single introductory textbook that focuses specifically on this topic. Cognitive Neuroscience of Language fills that gap by providing an up-to-date, wide-ranging, and pedagogically practical survey of the most important developments in the field.

It guides students through al...

This textbook is the only major introduction to social psychology that provides a conceptually and thematically integrated approach to the science of social behavior, showinghow the major topics and themes in the discipline are deeply interconnected. As such, it provides a uniquely rich, meaningful, and logical appreciation of human social behavior that students can relate to the world around them and apply to their own lives. Throughout, there are explanations of how social processes are int...

For over a hundred years, Hart's Rules has been the authority on style, helping writers and editors prepare copy for publication. The latest edition of this guide has been updated for the twenty-first century using the resources of Oxford Languages and with the advice of publishing experts. Twenty-one chapters give information on all aspects of writing and of preparing copy for publication, whether in print or electronically.

New Hart's Rules gives guidance on a broad range of topics includin...

Just what is Islam and what does it mean to be a Muslim in the world today? Since the events of 9/11 and 7/7, Islam has become one of the most controversial and misunderstood religions in the world. Introducing Islam encourages students to put aside their preconceptions and explore this fascinating religion. William Shepard traces the history of Islam from its origins in the life and career of Mohammed, through its classical expressions, to its interactions with the West in the modern world.

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Children: Rights and Childhood is widely regarded as the first book to offer a detailed philosophical examination of children's rights. This fully revised and updated edition is ideal reading for advanced studies across Philosophy, Social Work, Law, Childhood Studies, Politics, and Social Policy.