Methods of Randomization in Experimental Design

Measuring Behaviour is the established go-to text for anyone interested in scientific methods for studying the behaviour of animals or humans. It is widely used by students, teachers and researchers in a variety of fields, including biology, psychology, the social sciences and medicine. This new fourth edition has been completely rewritten and reorganised to reflect major developments in how behavioural studies are conducted. It includes new sections on the replication crisis, covering Open Science initiatives such as preregistration, as well as fully up-to-date information on the use of remote sensors, big data and artificial intelligence in capturing and analysing behaviour. The sections on the analysis and interpretation of data have been rewritten to align with current practices, with advice on avoiding common pitfalls. Although fully revised and revamped, this new edition retains the simplicity, clarity and conciseness that have made Measuring Behaviour a classic since the first e

Measuring Behaviour is the established go-to text for anyone interested in scientific methods for studying the behaviour of animals or humans. It is widely used by students, teachers and researchers in a variety of fields, including biology, psychology, the social sciences and medicine. This new fourth edition has been completely rewritten and reorganised to reflect major developments in how behavioural studies are conducted. It includes new sections on the replication crisis, covering Open Science initiatives such as preregistration, as well as fully up-to-date information on the use of remote sensors, big data and artificial intelligence in capturing and analysing behaviour. The sections on the analysis and interpretation of data have been rewritten to align with current practices, with advice on avoiding common pitfalls. Although fully revised and revamped, this new edition retains the simplicity, clarity and conciseness that have made Measuring Behaviour a classic since the first e

Single Molecule Science (SMS) has emerged from developing, using and combining technologies such as super-resolution microscopy, atomic force microscopy, and optical and magnetic tweezers, alongside sophisticated computational and modelling techniques. This comprehensive, edited volume brings together authoritative overviews of these methods from a biological perspective, and highlights how they can be used to observe and track individual molecules and monitor molecular interactions in living cells. Pioneers in this fast-moving field cover topics such as single molecule optical maps, nanomachines, and protein folding and dynamics. A particular emphasis is also given to mapping DNA molecules for diagnostic purposes, and the study of gene expression. With numerous illustrations, this book reveals how SMS has presented us with a new way of understanding life processes. A must-have for researchers and graduate students, as well as those working in industry, primarily in the areas of biophy

Written for anyone interested in coastal geomorphology, this is the complete guide to the processes at work on our coastlines and the resulting features seen in coastal systems across the world. Accessible to students from a range of disciplines, the quantitative approach of this book helps to build a solid understanding of wave and current processes that shape coastlines. From sandy beaches to coral reefs, the major coastal features are related to contemporary processes and to sea-level changes over the past 25,000 years. Key equations describing these processes and standard methods and instrumentation used to collect measurements are all presented in this wide-ranging overview. Designed to support a one- or two-semester course and grounded in current research, this second edition has been substantially updated and rewritten - featuring cutting-edge new topics, insights from new models and technologies, additional global examples and an enhanced package of online teaching materials.

Written for anyone interested in coastal geomorphology, this is the complete guide to the processes at work on our coastlines and the resulting features seen in coastal systems across the world. Accessible to students from a range of disciplines, the quantitative approach of this book helps to build a solid understanding of wave and current processes that shape coastlines. From sandy beaches to coral reefs, the major coastal features are related to contemporary processes and to sea-level changes over the past 25,000 years. Key equations describing these processes and standard methods and instrumentation used to collect measurements are all presented in this wide-ranging overview. Designed to support a one- or two-semester course and grounded in current research, this second edition has been substantially updated and rewritten - featuring cutting-edge new topics, insights from new models and technologies, additional global examples and an enhanced package of online teaching materials.

What are the models used in phylogenetic analysis and what exactly is involved in Bayesian evolutionary analysis using Markov chain Monte Carlo (MCMC) methods? How can you choose and apply these models, which parameterisations and priors make sense, and how can you diagnose Bayesian MCMC when things go wrong? These are just a few of the questions answered in this comprehensive overview of Bayesian approaches to phylogenetics. This practical guide: • Addresses the theoretical aspects of the field • Advises on how to prepare and perform phylogenetic analysis • Helps with interpreting analyses and visualisation of phylogenies • Describes the software architecture • Helps developing BEAST 2.2 extensions to allow these models to be extended further. With an accompanying website providing example files and tutorials (http://beast2.org/), this one-stop reference to applying the latest phylogenetic models in BEAST 2 will provide essential guidance for all users – from those using phylogeneti

This two-volume book contains selected papers from the international conference 'Groups 1993 Galway/St Andrews' which was held at University College, Galway in August 1993. The wealth and diversity of group theory is represented in these two volumes. Five main lecture courses were given at the conference. These were 'Geometry, Steinberg representations and complexity' by J. L. Alperin (Chicago), 'Rickard equivalences and block theory' by M. Broué (ENS, Paris), 'Cohomological finiteness conditions', by P. H. Kropholler (Queen Mary and Westfield College, London), 'Counting finite index subgroups', by A. Lubotzky (Hebrew University, Jerusalem), 'Lie methods in group theory' by E. I. Zel'manov (University of Wisconsin at Madison). Articles based on their lectures, in one case co-authored, form a substantial part of the Proceedings. Another main feature of the conference was a GAP workshop jointly run by J. Neubüser and M. Schönert (Rheinisch-Westfalische Technische Hochschole, Aachen). Two

In a world no longer centered on the West, what should political theory become? Although Western intellectual traditions continue to dominate academic journals and course syllabi in political theory, up-and-coming contributions of 'comparative political theory' are rapidly transforming the field. Deparochializing Political Theory creates a space for conversation amongst leading scholars who differ widely in their approaches to political theory. These scholars converge on the belief that we bear a collective responsibility to engage and support the transformation of political theory. In these exchanges, 'deparochializing' political theory emerges as an intellectual, educational and political practice that cuts across methodological approaches. Because it is also an intergenerational project, this book presses us to re-imagine our teaching and curriculum design. Bearing the marks of its beginnings in East Asia, Deparochializing Political Theory seeks to de-center Western thought and expl

Microeconomics is a classroom-tested resource for learning the key concepts, essential tools, and applications of microeconomics. This leading textbook enables students to recognize and analyze significant data, patterns, and trends in real markets through its integrated, student-friendly approach to the subject — providing practice problems, hands-on exercises, illustrative examples, and engaging applications that ground theory firmly in the real world. Each chapter, opening with a set of clearly defined learning goals based on the Bloom Taxonomy, features numerous Learning-by-Doing (LBD) problems, mathematical and graphical data, and varied problem sets focused on current events.Now in its sixth edition, the text offers extensive new and revised content throughout. All applications reflect current data and important new developments in the field of economics, including behavioral economics, randomized controlled trials (RCTs) in policy evaluation and design, and computational-based m

The digital economy encompasses more than half the world, and in today's business market, those with a technology background have an advantage. This textbook provides students who already have digital expertise with a solid foundation in business and entrepreneurship in order to launch and run a business. Using a logical, objective-based structure, the book guides students to a comprehensive and practical understanding of innovation and entrepreneurship. Chapters progress through the steps in creating a successful digital business: framing the business, promotion and sales, delivery and operations, value capture, growth and scalability, intellectual property and protection, and leadership and structure. Features include: learning objectives, introductions, conclusions, tables and figures, highlighted key terms, and analysis and design exercises in each chapter; a wide range of real-world examples; a rolling case study of a hypothetical digital business that models the concepts covered

The digital economy encompasses more than half the world, and in today's business market, those with a technology background have an advantage. This textbook provides students who already have digital expertise with a solid foundation in business and entrepreneurship in order to launch and run a business. Using a logical, objective-based structure, the book guides students to a comprehensive and practical understanding of innovation and entrepreneurship. Chapters progress through the steps in creating a successful digital business: framing the business, promotion and sales, delivery and operations, value capture, growth and scalability, intellectual property and protection, and leadership and structure. Features include: learning objectives, introductions, conclusions, tables and figures, highlighted key terms, and analysis and design exercises in each chapter; a wide range of real-world examples; a rolling case study of a hypothetical digital business that models the concepts covered

Magna Carta is celebrated around the world as a symbol of limited government and constitutionalism. But in 1215 Magna Carta was a failure, abrogated within months. Why then do we celebrate this piece of parchment? To mark the 800th anniversary this book brings together top scholars from the UK, US and Australia to answer this question and analyse Magna Carta's historic and contemporary influence. Using a political science framework, Magna Carta and its Modern Legacy draws from scholarship on influence and constitutional design to explain how parchment can contain executive power. Individual chapters on Britain discuss such topics as socioeconomic rights in Magna Carta; Magna Carta and the British constitution; and public understanding of the charter. Internationally focused chapters look at Magna Carta and jury trial in America, slavery in the Caribbean, court delays in the Pacific, the proportionality principle, and judicial supremacy.

Magna Carta is celebrated around the world as a symbol of limited government and constitutionalism. But in 1215 Magna Carta was a failure, abrogated within months. Why then do we celebrate this piece of parchment? To mark the 800th anniversary this book brings together top scholars from the UK, US and Australia to answer this question and analyse Magna Carta's historic and contemporary influence. Using a political science framework, Magna Carta and its Modern Legacy draws from scholarship on influence and constitutional design to explain how parchment can contain executive power. Individual chapters on Britain discuss such topics as socioeconomic rights in Magna Carta; Magna Carta and the British constitution; and public understanding of the charter. Internationally focused chapters look at Magna Carta and jury trial in America, slavery in the Caribbean, court delays in the Pacific, the proportionality principle, and judicial supremacy.

What is style, and why does it matter? This book answers these questions by recovering the concept of 'stylistic virtue,' once foundational to rhetoric and aesthetics but largely forgotten today. Stylistic virtues like 'ease' and 'grace' are distinguishing properties that help realize a text's essential character. First described by Aristotle, they were integral to the development of formalist methods and modern literary criticism. The first half of the book excavates the theory of stylistic virtue during its period of greatest ascendance, in the late eighteenth and nineteenth centuries, when belletristic rhetoric shaped how the art of literary style and 'the aesthetic' were understood. The second half offers new readings of Thackeray, Trollope, and Meredith to show how stylistic virtue changes our understanding of style in the novel and challenges conventional approaches to interpreting the ethics of art.

First published in 1953, these Hulsean Lectures inquire 'what has been, and what should be, the attitude of the Church and of individual Christians towards religions other than their own' and review the policy and methods of Christian missions to non-Christians. Dr Dewick has adopted a definition of 'religion' sufficiently wide to cover the challenging political-philosophical systems - such as Communism, Fascism and Nationalism - which, though professedly non-religious or even anti-religious, display many of the characteristics of religion; and he shows clearly what principles should underlie the Christian attitude to such pseudo-religions. Dr Dewick spent many years as a missionary in India and Ceylon, and writes with particular knowledge of Hindus, Muslims and Buddhists. the concluding lectures, on 'The Recovery of First Principles' and 'The Reform of Missionary Policy and Practice', are particularly interesting.

Human factors is one of the critical issues in Information Technology, as industry realizes the need to change from technology-oriented goals to meet the demands of computer users. Human factors can help to improve Informatics Usability for real people, and to reduce the huge people-costs of human machine interactions. This book has been developed from lectures given at an Advanced Study course, sponsored by the European Science and Technology Research Committee of the Commission of the European Communities (CREST), and by the Science and Engineering Research Council (SERC) of the UK. It has three objectives: 1. To review the knowledge and methods available from the field of human factors for improving the usability of informatics systems; 2. To describe recent theoretical and methodological developments in the area; 3. To stimulate increased application of this expertise.

Human factors is one of the critical issues in Information Technology, as industry realizes the need to change from technology-oriented goals to meet the demands of computer users. Human factors can help to improve Informatics Usability for real people, and to reduce the huge people-costs of human machine interactions. This book has been developed from lectures given at an Advanced Study course, sponsored by the European Science and Technology Research Committee of the Commission of the European Communities (CREST), and by the Science and Engineering Research Council (SERC) of the UK. It has three objectives: 1. To review the knowledge and methods available from the field of human factors for improving the usability of informatics systems; 2. To describe recent theoretical and methodological developments in the area; 3. To stimulate increased application of this expertise.

Best remembered today for his innovative design for the Crystal Palace of 1851, Joseph Paxton (1803–65) was head gardener to the Duke of Devonshire at Chatsworth by the age of twenty-three, and remained involved in gardening throughout his life. Tapping in to the burgeoning interest in gardening amongst the Victorians, in 1841 he founded the periodical The Gardener's Chronicle with the botanist John Lindley (1799–1865), with whom he had worked on a Government report on Kew Gardens. Paxton's Flower Garden appeared between 1850 and 1853, following a series of plant-collecting expeditions. Only three of the planned ten volumes were published, but with hand-coloured plates (which can be viewed online alongside this reissue) and over 500 woodcuts, the work is lavish. Volume 3 includes further studies of numerous orchids, and Captain Cook's account of the discovery of the pine that would take his name, Araucaria cookii (Captain Cook's Pine).

An Introduction to Mathematics for Economics introduces quantitative methods to students of economics and finance in a succinct and accessible style. The introductory nature of this textbook means a background in economics is not essential, as it aims to help students appreciate that learning mathematics is relevant to their overall understanding of the subject. Economic and financial applications are explained in detail before students learn how mathematics can be used, enabling students to learn how to put mathematics into practice. Starting with a revision of basic mathematical principles the second half of the book introduces calculus, emphasising economic applications throughout. Appendices on matrix algebra and difference/differential equations are included for the benefit of more advanced students. Other features, including worked examples and exercises, help to underpin the readers' knowledge and learning. Akihito Asano has drawn upon his own extensive teaching experience to cr

Quantitative risk assessments cannot eliminate risk, nor can they resolve trade-offs. They can, however, guide principled risk management and reduction - if the quality of assessment is high and decision makers understand how to use it. This book builds a unifying scientific framework for discussing and evaluating the quality of risk assessments and whether they are fit for purpose. Uncertainty is a central topic. In practice, uncertainties about inputs are rarely reflected in assessments, with the result that many safety measures are considered unjustified. Other topics include the meaning of a probability, the use of probability models, the use of Bayesian ideas and techniques, and the use of risk assessment in a practical decision-making context. Written for professionals, as well as graduate students and researchers, the book assumes basic probability, statistics and risk assessment methods. Examples make concepts concrete, and three extended case studies show the scientific framew

In this third edition of his popular undergraduate-level textbook, Des Nicholl recognises that a sound grasp of basic principles is vital in any introduction to genetic engineering. Therefore, the book retains its focus on the fundamental principles used in gene manipulation. It is divided into three sections: Part I provides an introduction to the relevant basic molecular biology; Part II, the methods used to manipulate genes; and Part III, applications of the technology. There is a new chapter devoted to the emerging importance of bioinformatics as a distinct discipline. Other additional features include text boxes, which highlight important aspects of topics discussed, and chapter summaries, which include aims and learning outcomes. These, along with key word listings, concept maps and a glossary, will enable students to tailor their study to suit their own learning styles and ultimately gain a firm grasp of a subject that students traditionally find difficult.

The last twenty years have seen a resurgence of interest in human evolution in many aspects. A distinction can be made between 'narrow' (general acceptance that human evolution occurred, historically) and 'broad' (evolutionary ideas that stretch much further into all aspects of humanity, past and present) human evolution. The broad perspective is beginning to make its presence felt, for example, through the developments in evolutionary genetics, evolutionary psychology and behavioural ecology. There must, therefore, be, among the variety of human adaptations, natures and behaviours, phenomena which are not susceptible to an evolutionary analysis, which are beyond the bounds of evolution. The problem is, though, that we do not really know where that boundary lies. Here, the limits of human evolution are explored, using two approaches - first, finding where humans 'fit' the expectations of evolutionary principles; and second, applying evolutionary methods to particular human contexts, wh

This book is an elementary introduction to the geometrical methods and notions used in special and general relativity. Particular emphasis is placed on the ideas concerned with the structure of spacetime and those which play a role in the Penrose–Hawking singularity theorems. Indeed, the author's prime purpose is to give a rigorous proof of the simplest of these theorems yet one which is representative of the whole. No previous exposure either to relativity theory or differential geometry is required to the reader, as necessary concepts are developed when needed, though in order to keep the presentation reasonably accessible, some restrictions are imposed on the types of space considered. Each chapter is liberally supplied with exercises and examples. The book will therefore be attractive to senior undergraduate and first year graduate students of mathematics and physics for independent study or courses preparatory to more advanced works.

Emerging technology and online environments have contributed to significant growth in the online knowledge market and entrepreneurs have begun to build businesses in the digital arena selling knowledge as a product. This study addressed the question of how personality traits impact the consumer's perceived value of online paid knowledge (OPK) products. The purpose of this qualitative analysis was to address how personality traits impact consumers' perceptions of value with online paid knowledge (OPK) products. Further, exploration of how these constructs form patterns that explain the perceived usefulness and perceived ease of use of OPK products, specifically online courses, of consumers in the U.S. from 2018-2021. Using a case study design, the conceptual framework for the study included the technology acceptance model (TAM) and the fivefactor model (FFM) of personality traits. The researcher analyzed responses from 22semi-structured interviews through an inductive thematic analysis

An understanding of the senses - vision, hearing, touch, chemical and other non-human senses - is important not only for many fields of biology but also in applied areas such as human-computer interaction, robotics and computer games. Using information theory as a unifying framework, this is a wide-ranging survey of sensory systems, covering all known senses. The book draws on three unifying principles to examine senses: the Nyquist sampling theorem, Shannon's information theory, and the creation of different streams of information to subserve different tasks. This framework is used to discuss the fascinating role of sensory adaptation in the context of environment and lifestyle. Providing a fundamental grounding in sensory perception, the book then demonstrates how this knowledge can be applied to the design of human-computer interfaces and virtual environments. It is an ideal resource for both graduate and undergraduate students of biology, engineering (robotics) and computer science

Constrained motion is of paramount importance in the design and analysis of mechanical systems and central to the study of analytical dynamics. The problem of constrained motion was first posed over two hundred years ago, and it has been worked on vigorously ever since. This book offers a fresh approach to the subject. Eminently readable, it is written as an introduction to analytical dynamics, with emphasis on fundamental concepts in mechanics. The connection between generalized inverses of matrices and constrained motion is a central theme. The book begins with a description of the motion of a particle subjected to holonomic and nonholonomic constraints and presents explicit equations of motion. Examples are provided throughout the book, and carefully formulated problems at the end of each chapter reinforce the material covered. This computationally appealing approach will be useful to students in engineering and the applied sciences.

Constrained motion is of paramount importance in the design and analysis of mechanical systems and central to the study of analytical dynamics. The problem of constrained motion was first posed over two hundred years ago, and it has been worked on vigorously ever since. This book offers a fresh approach to the subject. Eminently readable, it is written as an introduction to analytical dynamics, with emphasis on fundamental concepts in mechanics. The connection between generalized inverses of matrices and constrained motion is a central theme. The book begins with a description of the motion of a particle subjected to holonomic and nonholonomic constraints and presents explicit equations of motion. Examples are provided throughout the book, and carefully formulated problems at the end of each chapter reinforce the material covered. This computationally appealing approach will be useful to students in engineering and the applied sciences.

Taking a unique materials science approach, this text introduces students to the basic concepts and applications of materials and biomedical engineering and prepares them for the challenges of the new interdisciplinary field of biomaterials science. Split into three sections - Basic Biology Principles, Biological Materials, and Bioinspired Materials and Biomimetics - it presents biological materials along with the structural and functional classification of biopolymers, bioelastomers, foams, and ceramic composites. More traditional biomimetic designs such as Velcro are then discussed in conjunction with new developments that mimic the structure of biological materials at the molecular level, mixing nanoscale with biomolecular designs. Bioinspired design of materials and structures is also covered. Focused presentations of biomaterials are presented throughout the text in succinct boxes, emphasising biomedical applications, whilst the basic principles of biology are explained, so no pri

Discover the amazing world that lies just beneath the surface!Hundreds of fascinating facts are waiting to be unearthed in this latest book from Aleksandra Mizielinska and Daniel Mizielinski, the creative duo behind the best-sellingMaps. Dive below the surface and find out what happens under earth and under sea—from early submarines and deep-sea life to burrowing animals and man-made tunnels. You will never look at the world in the same way again! Gorgeous design and quirky illustrations make this a book to be pored over again and again.

Ashlee Quosigk explores the diversity of opinions within the largest religious group in the US – Evangelical Christians – on the topic of Islam. Evangelicals are often characterized as monolithically antagonistic toward Muslims. This book challenges that stereotype, exposing the sharp divides that exist among Evangelicals on Islam and examines why there is division. Drawing on qualitative research on two congregations in the US, as well as on popular Evangelical leaders, this book details the surprisingly diverse views Evangelicals hold on Muhammad, the Qur’an, interfaith dialogue, syncretism, and politics. This research is invaluable for providing a better understanding of what Evangelicals think, and why. This book also offers insight into why conflict exists and why Evangelicals differ, while advancing culture war theory and qualitative methods. Specifically, it explores differences in moral authority (assumptions that guide one’s perceptions of the world) among Evangelicals and exp

Geopressure drives fluid flow and is important for hydrocarbon exploration, carbon sequestration, and designing safe and economical wells. This concise guide explores the origins of geopressure and presents a step-by-step approach to characterizing and predicting pressure and least principal stress in the subsurface. The book emphasizes how geology, and particularly the role of flow along permeable layers, drives the development and distribution of subsurface pressure and stress. Case studies, such as the Deepwater Horizon blowout, and laboratory experiments, are used throughout to demonstrate methods and applications. It succinctly discusses the role of elastoplastic behaviour, the full stress tensor, and diagenesis in pore pressure generation, and it presents workflows to predict pressure, stress, and hydrocarbon entrapment. It is an essential guide for academics and professional geoscientists and petroleum engineers interested in predicting pressure and stress, and understanding the

This modern text combines fundamental principles with advanced topics and recent techniques in a rigorous and self-contained treatment of quantum field theory.Beginning with a review of basic principles, starting with quantum mechanics and special relativity, students can refresh their knowledge of elementary aspects of quantum field theory and perturbative calculations in the Standard Model. Results and tools relevant to many applications are covered, including canonical quantization, path integrals, non-Abelian gauge theories, and the renormalization group. Advanced topics are explored, with detail given on effective field theories, quantum anomalies, stable extended field configurations, lattice field theory, and field theory at a finite temperature or in the strong field regime. Two chapters are dedicated to new methods for calculating scattering amplitudes (spinor-helicity, on-shell recursion, and generalized unitarity), equipping students with practical skills for research. Acces

Ideal for courses in beginning Sanskrit or self-study, this textbook employs modern, tried-and-tested pedagogical methods and tools, but requires no prior knowledge of ancient languages or linguistics. Devanāgarī script is introduced over several chapters and used in parallel with transliteration for several chapters more, allowing students to progress in learning Sanskrit itself while still mastering the script. Students are exposed to annotated original texts in addition to practise sentences very early on, and structures and systems underlying the wealth of forms are clearly explained to facilitate memorisation. All grammar is covered in detail, with chapters dedicated to compounding and nominal derivation, and sections explaining relevant historical phenomena. The introduction also includes a variety of online resources that students may use to reinforce and expand their knowledge: flash cards; video tutorials for all chapters; and up-to-date links to writing, declension and conjug

Ideal for courses in beginning Sanskrit or self-study, this textbook employs modern, tried-and-tested pedagogical methods and tools, but requires no prior knowledge of ancient languages or linguistics. Devanāgarī script is introduced over several chapters and used in parallel with transliteration for several chapters more, allowing students to progress in learning Sanskrit itself while still mastering the script. Students are exposed to annotated original texts in addition to practise sentences very early on, and structures and systems underlying the wealth of forms are clearly explained to facilitate memorisation. All grammar is covered in detail, with chapters dedicated to compounding and nominal derivation, and sections explaining relevant historical phenomena. The introduction also includes a variety of online resources that students may use to reinforce and expand their knowledge: flash cards; video tutorials for all chapters; and up-to-date links to writing, declension and conjug

DescriptionA new edition of the bestseller on convection heat transferA revised edition of the industry classic, Convection Heat Transfer, Fourth Edition, chronicles how the field of heat transfer has grown and prospered over the last two decades. This new edition is more accessible, while not sacrificing its thorough treatment of the most up-to-date information on current research and applications in the field.One of the foremost leaders in the field, Adrian Bejan has pioneered and taught many of the methods and practices commonly used in the industry today. He continues this book's long-standing role as an inspiring, optimal study tool by providing:•Coverage of how convection affects performance, and how convective flows can be configured so that performance is enhanced•How convective configurations have been evolving, from the flat plates, smooth pipes, and single-dimension fins of the earlier editions to new populations of configurations: tapered ducts, plates with multiscale featu

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond “frequentist” concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called “hypothesis testing”) problems most frequently encountered in real-world applications.

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond “frequentist” concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called “hypothesis testing”) problems most frequently encountered in real-world applications.

True Stories 3, Silver Edition, consists of 22 human-interest stories adapted from newspapers and magazines. The universal appeal of these stories ensures a pleasurable reading experience and motivates students to develop reading fluency.Features of the Silver EditionNew and updated stories maintain the high interest of the series and capture students' imaginations.A colorful new design makes the readings inviting and enhances students' understanding and enjoyment of the stories.A uniform unit structure runs across all six books in the edition, making it easy for students to move seamlessly from one level to the next.Digital Resources include:e-Book.pop-up stories.an audio recording of the first reading of every unit.answer keys.additional practice activities.

Information may be beautiful, but our decisions about the data we choose to represent and how we represent it are never neutral. This insightful history traces how data visualization accompanied modern technologies of war, colonialism and the management of social issues of poverty, health and crime. Discussion is based around examples of visualization, from the ancient Andean information technology of the quipu to contemporary projects that show the fate of our rubbish and take a participatory approach to visualizing cities. This analysis places visualization in its theoretical and cultural contexts, and provides a critical framework for understanding the history of information design with new directions for contemporary practice.

Information may be beautiful, but our decisions about the data we choose to represent and how we represent it are never neutral. This insightful history traces how data visualization accompanied modern technologies of war, colonialism and the management of social issues of poverty, health and crime. Discussion is based around examples of visualization, from the ancient Andean information technology of the quipu to contemporary projects that show the fate of our rubbish and take a participatory approach to visualizing cities. This analysis places visualization in its theoretical and cultural contexts, and provides a critical framework for understanding the history of information design with new directions for contemporary practice.