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Author: Richard McElreath Publisher: CRC Press ISBN: 1315362619 Category : Mathematics Languages : en Pages : 488
Book Description
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
Author: Richard McElreath Publisher: CRC Press ISBN: 1315362619 Category : Mathematics Languages : en Pages : 488
Book Description
Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
Author: Johannes Persson Publisher: Springer ISBN: 9789400787087 Category : Science Languages : en Pages : 0
Book Description
The nature of scientific explanation has been an important topic in philosophy of science for many years. This book highlights some of the conceptual problems that still need to be solved and points out a number of fresh philosophical ideas to explore.
Author: Neil Bright Publisher: Rowman & Littlefield ISBN: 1475842872 Category : Psychology Languages : en Pages : 237
Book Description
Combining widely-accepted concepts of human behavior with elements from Rational Emotive Therapy, Positive Psychology, Emotional Intelligence, and most prominently Transactional Analysis, the second edition of Rethinking Everything explores in immediately understandable terms why we act as we do, how we frequently undermine our relationships, why we often cripple our potential, and how we can take greater control of our lives. By providing the language, real-life examples, cutting-edge research, and behavioral explanations to label, recognize, and examine dysfunctional conduct, Rethinking Everything empowers an awareness-inspired journey towards self-improvement. To that end, the expectation is not for readers of this book to save the world, but rather for those internalizing its insights to rethink everything in saving themselves.
Author: Alan Garfinkel Publisher: ISBN: 9780300049022 Category : Social Science Languages : en Pages : 186
Book Description
What makes one explanation better than another? How can we tell when an explanation has really answered our question? In a lively and readable discussion, Garfinkel argues that the key to understanding an explanation is to discover what question is really being answered. He then suggests criteria for a good explanation and goes on to examine some classic explanations in social and natural science.
Author: Daniel A. Dombrowski Publisher: Cambridge University Press ISBN: 1139457144 Category : Philosophy Languages : en Pages : 12
Book Description
In recent years, the ontological argument and theistic metaphysics have been criticised by philosophers working in both the analytic and continental traditions. Responses to these criticisms have primarily come from philosophers who make use of the traditional, and problematic, concept of God. In this volume, Daniel A. Dombrowski defends the ontological argument against its contemporary critics, but he does so by using a neoclassical or process concept of God, thereby strengthening the case for a contemporary theistic metaphysics. Relying on the thought of Charles Hartshorne, he builds on Hartshorne's crucial distinction between divine existence and divine actuality, which enables neoclassical defenders of the ontological argument to avoid the familiar criticism that the argument moves illegitimately from an abstract concept to concrete reality. His argument, thus, avoids the problems inherent in the traditional concept of God as static.
Author: Dominique DuBois Gilliard Publisher: InterVarsity Press ISBN: 0830887733 Category : Social Science Languages : en Pages : 246
Book Description
The United States has more people locked up in jails, prisons, and detention centers than any other country in the history of the world. Exploring the history and foundations of mass incarceration, Dominique Gilliard examines Christianity’s role in its evolution and expansion, assessing justice in light of Scripture, and showing how Christians can pursue justice that restores and reconciles.
Author: Eric Gutstein Publisher: Rethinking Schools ISBN: 0942961544 Category : Mathematics Languages : en Pages : 192
Book Description
In this unique collection, more than 30 articles show how to weave social justice issues throughout the mathematics curriculum, as well as how to integrate mathematics into other curricular areas. Rethinking Mathematics offers teaching ideas, lesson plans, and reflections by practitioners and mathematics educators. This is real-world math-math that helps students analyze problems as they gain essential academic skills. This book offers hope and guidance for teachers to enliven and strengthen their math teaching. It will deepen students' understanding of society and help prepare them to be critical, active participants in a democracy. Blending theory and practice, this is the only resource of its kind.
Author: Jeff Goodwin Publisher: Rowman & Littlefield ISBN: 9780742525962 Category : History Languages : en Pages : 322
Book Description
This landmark volume brings together some of the titans of social movement theory in a grand reassessment of its status. For some time, the field has been divided between a dominant structural approach and a cultural or constructivist tradition.. The gaps and misunderstandings between the two sides--as well as the efforts to bridge them--closely parallel those in the social sciences at large. This book aims to further the dialogue between these two distinct approaches to social movements and to show the broader implications for social science as a whole as it struggles with issues including culture, emotion, and agency. Visit our website for sample chapters!
Author: Harry Collins Publisher: University of Chicago Press ISBN: 0226113620 Category : Social Science Languages : en Pages : 173
Book Description
What does it mean to be an expert? In Rethinking Expertise, Harry Collins and Robert Evans offer a radical new perspective on the role of expertise in the practice of science and the public evaluation of technology. Collins and Evans present a Periodic Table of Expertises based on the idea of tacit knowledge—knowledge that we have but cannot explain. They then look at how some expertises are used to judge others, how laypeople judge between experts, and how credentials are used to evaluate them. Throughout, Collins and Evans ask an important question: how can the public make use of science and technology before there is consensus in the scientific community? This book has wide implications for public policy and for those who seek to understand science and benefit from it. “Starts to lay the groundwork for solving a critical problem—how to restore the force of technical scientific information in public controversies, without importing disguised political agendas.”—Nature “A rich and detailed ‘periodic table’ of expertise . . . full of case studies, anecdotes and intriguing experiments.”—Times Higher Education Supplement (UK)
Author: Richard McElreath
Author: Richard McElreath
Author: Gerald M. Weinberg
Author: Johannes Persson
Author: Neil Bright
Author: Alan Garfinkel
Author: Daniel A. Dombrowski
Author: Dominique DuBois Gilliard
Author: Eric Gutstein
Author: Jeff Goodwin
Author: Harry Collins