Hardback ISBN: 9781108484855
Hardback publication date: 10 November 2022
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International Human Rights
A Survey
, George Mason University, , University of Southern California
Online ISBN: 9781108652438
Online publication date:
11 August 2022
Paperback ISBN: 9781108735384
Paperback publication date: 10 November 2022
- Textbook
This book provides an interdisciplinary overview of international human rights issues, offering truly international coverage including the Global South. Considering the philosophical foundations of human rights, Chen and Renteln explore the interpretive difficulties associated with identifying what constitute human rights abuses, and evaluate various perspectives on human rights. This book goes on to analyze institutions that strive to promote and enforce human rights standards, including the United Nations system, regional human rights bodies, and domestic courts. It also discusses a wide variety of substantive human rights including genocide, torture, capital punishment, and other cruel and unusual punishments. In particular, the book offers an accessible introduction to key understudied topics within human rights, such as socioeconomic rights, cultural rights, and environmental rights. It also focuses on the rights of marginalized groups, including children's rights, rights of persons with disabilities, women's rights, labor rights, indigenous rights, and LGBTQ+ rights, making this an engaging and invaluable resource for the contemporary student.
This book provides an interdisciplinary overview of international human rights issues, offering truly international coverage including the Global South. Considering the philosophical foundations of human rights, Chen and Renteln explore the interpretive difficulties associated with identifying what constitute human rights abuses, and evaluate various perspectives on human rights. This book goes on to analyze institutions that strive to promote and enforce human rights standards, including the United Nations system, regional human rights bodies, and domestic courts. It also discusses a wide variety of substantive human rights including genocide, torture, capital punishment, and other cruel and unusual punishments. In particular, the book offers an accessible introduction to key understudied topics within human rights, such as socioeconomic rights, cultural rights, and environmental rights. It also focuses on the rights of marginalized groups, including children's rights, rights of persons with disabilities, women's rights, labor rights, indigenous rights, and LGBTQ+ rights, making this an engaging and invaluable resource for the contemporary student.
Morphosyntax
Constructions of the World's Languages
, University of New Mexico
Online ISBN: 9781316145289
Online publication date:
04 August 2022
Hardback ISBN: 9781107093638
Hardback publication date: 04 August 2022
Paperback ISBN: 9781107474611
Paperback publication date: 04 August 2022
Bringing together the results of sixty years of research in typology and universals, this textbook presents a comprehensive survey of Morphosyntax - the combined study of syntax and morphology. Languages employ extremely diverse morphosyntactic strategies for expressing functions, and Croft provides a comprehensive functional framework to account for the full range of these constructions in the world's languages. The book explains analytical concepts that serve as a basis for cross-linguistic comparison, and provides a rich source of descriptive data that can be analysed within a range of theories. The functional framework is useful to linguists documenting endangered languages, and those writing reference grammars and other descriptive materials. Each technical term is comprehensively explained, and cross-referenced to related terms, at the end of each chapter and in an online glossary. This is an essential resource on Morphosyntax for advanced undergraduate and graduate students, researchers, and linguistic fieldworkers.
Bringing together the results of sixty years of research in typology and universals, this textbook presents a comprehensive survey of Morphosyntax - the combined study of syntax and morphology. Languages employ extremely diverse morphosyntactic strategies for expressing functions, and Croft provides a comprehensive functional framework to account for the full range of these constructions in the world's languages. The book explains analytical concepts that serve as a basis for cross-linguistic comparison, and provides a rich source of descriptive data that can be analysed within a range of theories. The functional framework is useful to linguists documenting endangered languages, and those writing reference grammars and other descriptive materials. Each technical term is comprehensively explained, and cross-referenced to related terms, at the end of each chapter and in an online glossary. This is an essential resource on Morphosyntax for advanced undergraduate and graduate students, researchers, and linguistic fieldworkers.
Latin American Politics and Society
, University of Southern California, , Pontificia Universidad Catolica de Chile
Online ISBN: 9781108769570
Online publication date:
11 June 2022
Hardback ISBN: 9781108477314
Hardback publication date: 28 July 2022
Paperback ISBN: 9781108708555
Paperback publication date: 28 July 2022
- Textbook
Taking a fresh thematic approach to politics and society in Latin America, this introductory textbook analyzes the region's past and present in an accessible and engaging style well-suited to undergraduate students. The book provides historical insights into modern states and critical issues they are facing, with insightful analyses that are supported by empirical data, maps and timelines. Drawing upon cutting-edge research, the text considers critical topics relevant to all countries within the region such as the expansion of democracy and citizenship rights and responses to human rights abuses, corruption, and violence. Each richly illustrated chapter contains a compelling and cohesive narrative, followed by thought-provoking questions and further reading suggestions, making this text a vital resource for anyone encountering the complexities of Latin American politics for the first time in their studies.
Taking a fresh thematic approach to politics and society in Latin America, this introductory textbook analyzes the region's past and present in an accessible and engaging style well-suited to undergraduate students. The book provides historical insights into modern states and critical issues they are facing, with insightful analyses that are supported by empirical data, maps and timelines. Drawing upon cutting-edge research, the text considers critical topics relevant to all countries within the region such as the expansion of democracy and citizenship rights and responses to human rights abuses, corruption, and violence. Each richly illustrated chapter contains a compelling and cohesive narrative, followed by thought-provoking questions and further reading suggestions, making this text a vital resource for anyone encountering the complexities of Latin American politics for the first time in their studies.
Symmetry, Broken Symmetry, and Topology in Modern Physics
A First Course
, University of Tennessee, Knoxville, , Shanghai Jiao Tong University, China
Online ISBN: 9781009000949
Online publication date:
17 March 2022
Hardback ISBN: 9781316518618
Hardback publication date: 02 June 2022
Written for use in teaching and for self-study, this book provides a comprehensive and pedagogical introduction to groups, algebras, geometry, and topology. It assimilates modern applications of these concepts, assuming only an advanced undergraduate preparation in physics. It provides a balanced view of group theory, Lie algebras, and topological concepts, while emphasizing a broad range of modern applications such as Lorentz and Poincaré invariance, coherent states, quantum phase transitions, the quantum Hall effect, topological matter, and Chern numbers, among many others. An example based approach is adopted from the outset, and the book includes worked examples and informational boxes to illustrate and expand on key concepts. 344 homework problems are included, with full solutions available to instructors, and a subset of 172 of these problems have full solutions available to students.
Written for use in teaching and for self-study, this book provides a comprehensive and pedagogical introduction to groups, algebras, geometry, and topology. It assimilates modern applications of these concepts, assuming only an advanced undergraduate preparation in physics. It provides a balanced view of group theory, Lie algebras, and topological concepts, while emphasizing a broad range of modern applications such as Lorentz and Poincaré invariance, coherent states, quantum phase transitions, the quantum Hall effect, topological matter, and Chern numbers, among many others. An example based approach is adopted from the outset, and the book includes worked examples and informational boxes to illustrate and expand on key concepts. 344 homework problems are included, with full solutions available to instructors, and a subset of 172 of these problems have full solutions available to students.
High-Dimensional Data Analysis with Low-Dimensional Models
Principles, Computation, and Applications
, Columbia University, New York, , University of California, Berkeley
Online ISBN: 9781108779302
Online publication date:
11 March 2022
Hardback ISBN: 9781108489737
Hardback publication date: 07 April 2022
- Textbook
Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical models for high-dimensional data analysis. Comprehensive in its approach, it provides unified coverage of many different low-dimensional models and analytical techniques, including sparse and low-rank models, and both convex and non-convex formulations. Readers will learn how to develop efficient and scalable algorithms for solving real-world problems, supported by numerous examples and exercises throughout, and how to use the computational tools learnt in several application contexts. Applications presented include scientific imaging, communication, face recognition, 3D vision, and deep networks for classification. With code available online, this is an ideal textbook for senior and graduate students in computer science, data science, and electrical engineering, as well as for those taking courses on sparsity, low-dimensional structures, and high-dimensional data. Foreword by Emmanuel Candès.
Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical models for high-dimensional data analysis. Comprehensive in its approach, it provides unified coverage of many different low-dimensional models and analytical techniques, including sparse and low-rank models, and both convex and non-convex formulations. Readers will learn how to develop efficient and scalable algorithms for solving real-world problems, supported by numerous examples and exercises throughout, and how to use the computational tools learnt in several application contexts. Applications presented include scientific imaging, communication, face recognition, 3D vision, and deep networks for classification. With code available online, this is an ideal textbook for senior and graduate students in computer science, data science, and electrical engineering, as well as for those taking courses on sparsity, low-dimensional structures, and high-dimensional data. Foreword by Emmanuel Candès.
English and Literacies
Learning How to Make Meaning in Primary Classrooms
, University of Sydney, , Swinburne University of Technology, Victoria, , University of Sydney, , , University of Newcastle, New South Wales, , University of Sydney
Online ISBN: 9781009154048
Online publication date:
02 March 2022
Paperback ISBN: 9781009154031
Paperback publication date: 20 October 2022
- Textbook
Being literate in the twenty-first century means being an empowered receiver, user and creator of diverse text types communicated across multiple and rapidly changing modalities. English and Literacies: Learning to make meaning in primary classrooms is an accessible resource that introduces pre-service teachers to the many facets of literacies and English education for primary students. Addressing the requirements of the Australian Curriculum and the Early Years Learning Framework, English and Literacies explores how students develop oracy and literacy. Reading, viewing and writing are discussed alongside the importance of children's literature. Taking an inclusive and positive approach to teaching and learning for all students, it explores the creation of texts using spelling, grammar in context and handwriting/keyboarding skills, as well as the need for authentic assessment and reporting. Finally, the text explores the importance of literacy partnerships and how teachers can address literacy challenges across the curriculum.
Being literate in the twenty-first century means being an empowered receiver, user and creator of diverse text types communicated across multiple and rapidly changing modalities. English and Literacies: Learning to make meaning in primary classrooms is an accessible resource that introduces pre-service teachers to the many facets of literacies and English education for primary students. Addressing the requirements of the Australian Curriculum and the Early Years Learning Framework, English and Literacies explores how students develop oracy and literacy. Reading, viewing and writing are discussed alongside the importance of children's literature. Taking an inclusive and positive approach to teaching and learning for all students, it explores the creation of texts using spelling, grammar in context and handwriting/keyboarding skills, as well as the need for authentic assessment and reporting. Finally, the text explores the importance of literacy partnerships and how teachers can address literacy challenges across the curriculum.
Energy Conversion Engineering
Towards Low CO2 Power and Fuels
, Massachusetts Institute of Technology
Online ISBN: 9781108777551
Online publication date:
13 January 2022
Hardback ISBN: 9781108478373
Hardback publication date: 13 January 2022
This unique textbook equips students with the theoretical and practical tools needed to model, design, and build efficient and clean low-carbon energy systems. Students are introduced to thermodynamics principles including chemical and electrochemical thermodynamics, moving onto applications in real-world energy systems, demonstrating the connection between fundamental concepts and theoretical analysis, modelling, application, and design. Topics gradually increase in complexity, nurturing student confidence as they build towards the use of advanced concepts and models for low to zero carbon energy conversion systems. The textbook covers conventional and emerging renewable energy conversion systems, including efficient fuel cells, carbon capture cycles, biomass utilisation, geothermal and solar thermal systems, hydrogen and low-carbon fuels. Featuring numerous worked examples, over 100 multi-component homework problems, and online instructor resources including lecture slides, solutions, and sample term projects, this textbook is the perfect teaching resource for an advanced undergraduate and graduate-level course in energy conversion engineering.
This unique textbook equips students with the theoretical and practical tools needed to model, design, and build efficient and clean low-carbon energy systems. Students are introduced to thermodynamics principles including chemical and electrochemical thermodynamics, moving onto applications in real-world energy systems, demonstrating the connection between fundamental concepts and theoretical analysis, modelling, application, and design. Topics gradually increase in complexity, nurturing student confidence as they build towards the use of advanced concepts and models for low to zero carbon energy conversion systems. The textbook covers conventional and emerging renewable energy conversion systems, including efficient fuel cells, carbon capture cycles, biomass utilisation, geothermal and solar thermal systems, hydrogen and low-carbon fuels. Featuring numerous worked examples, over 100 multi-component homework problems, and online instructor resources including lecture slides, solutions, and sample term projects, this textbook is the perfect teaching resource for an advanced undergraduate and graduate-level course in energy conversion engineering.
A Student's Guide to Laplace Transforms
, Wittenberg University, Ohio
Online ISBN: 9781009089531
Online publication date:
11 January 2022
Hardback ISBN: 9781009098496
Hardback publication date: 21 April 2022
Paperback ISBN: 9781009096294
Paperback publication date: 21 April 2022
- Textbook
The Laplace transform is a useful mathematical tool encountered by students of physics, engineering, and applied mathematics, within a wide variety of important applications in mechanics, electronics, thermodynamics and more. However, students often struggle with the rationale behind these transforms, and the physical meaning of the transform results. Using the same approach that has proven highly popular in his other Student's Guides, Professor Fleisch addresses the topics that his students have found most troublesome; providing a detailed and accessible description of Laplace transforms and how they relate to Fourier and Z-transforms. Written in plain language and including numerous, fully worked examples. The book is accompanied by a website containing a rich set of freely available supporting materials, including interactive solutions for every problem in the text, and a series of podcasts in which the author explains the important concepts, equations, and graphs of every section of the book.
The Laplace transform is a useful mathematical tool encountered by students of physics, engineering, and applied mathematics, within a wide variety of important applications in mechanics, electronics, thermodynamics and more. However, students often struggle with the rationale behind these transforms, and the physical meaning of the transform results. Using the same approach that has proven highly popular in his other Student's Guides, Professor Fleisch addresses the topics that his students have found most troublesome; providing a detailed and accessible description of Laplace transforms and how they relate to Fourier and Z-transforms. Written in plain language and including numerous, fully worked examples. The book is accompanied by a website containing a rich set of freely available supporting materials, including interactive solutions for every problem in the text, and a series of podcasts in which the author explains the important concepts, equations, and graphs of every section of the book.
The Cambridge Guide to Reading Poetry
, University of Birmingham
Online ISBN: 9781108915212
Online publication date:
04 November 2021
Hardback ISBN: 9781108843249
Hardback publication date: 03 February 2022
Paperback ISBN: 9781108824125
Paperback publication date: 03 February 2022
- Textbook
At the heart of this book is a belief that poetry matters, and that it enables us to enjoy and understand life. In this accessible guide, Andrew Hodgson equips the reader for the challenging and rewarding experience of unlocking poetry, considering the key questions about language, technique, feeling and subject matter which illuminate what a poem has to say. In a lucid and sympathetic manner, he considers a diverse range of poets writing in English to demonstrate how their work enlarges our perception of ourselves and our world. The process of independent research is modeled step-by-step, as the guide shows where to start, how to develop ideas, and how to draw conclusions. Providing guidance on how to plan, organise and write essays, close readings and commentaries, from initial annotation to final editing, this book will provide you with the confidence to discover and express your own personal response to poetry.
At the heart of this book is a belief that poetry matters, and that it enables us to enjoy and understand life. In this accessible guide, Andrew Hodgson equips the reader for the challenging and rewarding experience of unlocking poetry, considering the key questions about language, technique, feeling and subject matter which illuminate what a poem has to say. In a lucid and sympathetic manner, he considers a diverse range of poets writing in English to demonstrate how their work enlarges our perception of ourselves and our world. The process of independent research is modeled step-by-step, as the guide shows where to start, how to develop ideas, and how to draw conclusions. Providing guidance on how to plan, organise and write essays, close readings and commentaries, from initial annotation to final editing, this book will provide you with the confidence to discover and express your own personal response to poetry.
Computer Age Statistical Inference, Student Edition
Algorithms, Evidence, and Data Science
, Stanford University, California, , Stanford University, California
Online ISBN: 9781108914062
Online publication date:
26 October 2021
Paperback ISBN: 9781108823418
Paperback publication date: 17 June 2021
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? How does it all fit together? Now in paperback and fortified with exercises, this book delivers a concentrated course in modern statistical thinking. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov Chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. Each chapter ends with class-tested exercises, and the book concludes with speculation on the future direction of statistics and data science.
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? How does it all fit together? Now in paperback and fortified with exercises, this book delivers a concentrated course in modern statistical thinking. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov Chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. Each chapter ends with class-tested exercises, and the book concludes with speculation on the future direction of statistics and data science.
Dispute Management
, University of Southern Queensland, , University of Canberra, , University of the Sunshine Coast, Queensland
Online ISBN: 9781108881791
Online publication date:
19 August 2021
Paperback ISBN: 9781108794718
Paperback publication date: 14 April 2022
- Textbook
Dispute management processes are becoming the norm as a precursor, or an alternative, to traditional court-based litigation. Dispute Management is a clear and concise introduction to an expansive range of dispute processes. Beginning with communication theory and practice, and the historical, philosophical and cultural considerations of dispute management, the book then addresses the traditional topics of negotiation, mediation and litigation, as well as interviewing, collaborative law and arbitration. Each topic is well-researched, offering the necessary depth, socio-legal considerations and balanced coverage of theory and practice. Chapters address relevant ethical and cultural issues and is supported by array of interesting examples that promote discussion. Case studies at the end of each chapter link theory to practice and present disputes between neighbours, conflict in the workplace and cases that make it to trial. Offering a combination of theoretical insights and practical information Dispute Management is a vital resource for students, lawyers and dispute practitioners.
Dispute management processes are becoming the norm as a precursor, or an alternative, to traditional court-based litigation. Dispute Management is a clear and concise introduction to an expansive range of dispute processes. Beginning with communication theory and practice, and the historical, philosophical and cultural considerations of dispute management, the book then addresses the traditional topics of negotiation, mediation and litigation, as well as interviewing, collaborative law and arbitration. Each topic is well-researched, offering the necessary depth, socio-legal considerations and balanced coverage of theory and practice. Chapters address relevant ethical and cultural issues and is supported by array of interesting examples that promote discussion. Case studies at the end of each chapter link theory to practice and present disputes between neighbours, conflict in the workplace and cases that make it to trial. Offering a combination of theoretical insights and practical information Dispute Management is a vital resource for students, lawyers and dispute practitioners.
Engineering Drawing
Principles and Applications
, Dr B. R. Ambedkar National Institute of Technology, Jalandhar, India, , Guru Nanak Dev Engineering College
Online ISBN: 9781108659437
Online publication date:
11 August 2021
Paperback ISBN: 9781108707725
Paperback publication date: 05 August 2021
- Textbook
This student friendly and self-explanatory textbook attempts to help readers, engineering students in India, grasp the basic concepts of engineering drawing clearly and easily. Care has been taken to include topics that mesh well with the syllabi of most universities, colleges and polytechnic institutes in India. Important topics, such as projection of solids, auxiliary projections, section of solids, isometric projections, orthographic projections and projection of planes, have been discussed comprehensively. Heavy emphasis has also been put on the actual figures described in the text, both from the first angle and third angle projection methods. A chapter on computer graphics further integrates these concepts with modern manual computer aided design. Finally, hundreds of solved examples, practice problems and objective-type questions with answers have been added to ensure the learning objectives of each chapter have been achieved.
This student friendly and self-explanatory textbook attempts to help readers, engineering students in India, grasp the basic concepts of engineering drawing clearly and easily. Care has been taken to include topics that mesh well with the syllabi of most universities, colleges and polytechnic institutes in India. Important topics, such as projection of solids, auxiliary projections, section of solids, isometric projections, orthographic projections and projection of planes, have been discussed comprehensively. Heavy emphasis has also been put on the actual figures described in the text, both from the first angle and third angle projection methods. A chapter on computer graphics further integrates these concepts with modern manual computer aided design. Finally, hundreds of solved examples, practice problems and objective-type questions with answers have been added to ensure the learning objectives of each chapter have been achieved.
An R Companion for the Third Edition of The Fundamentals of Political Science Research
1st edition
, Texas A & M University, , Texas A & M University
Online ISBN: 9781108601832
Online publication date:
25 June 2021
Paperback ISBN: 9781108446037
Paperback publication date: 10 June 2021
- Textbook
An R Companion for the Third Edition of The Fundamentals of Political Science Research offers students a chance to delve into the world of R using real political data sets and statistical analysis techniques directly from Paul M. Kellstedt and Guy D. Whitten's best-selling textbook. Built in parallel with the main text, this workbook teaches students to apply the techniques they learn in each chapter by reproducing the analyses and results from each lesson using R. Students will also learn to create all of the tables and figures found in the textbook, leading to an even greater mastery of the core material. This accessible, informative, and engaging companion walks through the use of R step-by-step, using command lines and screenshots to demonstrate proper use of the software. With the help of these guides, students will become comfortable creating, editing, and using data sets in R to produce original statistical analyses for evaluating causal claims. End-of-chapter exercises encourage this innovation by asking students to formulate and evaluate their own hypotheses.
An R Companion for the Third Edition of The Fundamentals of Political Science Research offers students a chance to delve into the world of R using real political data sets and statistical analysis techniques directly from Paul M. Kellstedt and Guy D. Whitten's best-selling textbook. Built in parallel with the main text, this workbook teaches students to apply the techniques they learn in each chapter by reproducing the analyses and results from each lesson using R. Students will also learn to create all of the tables and figures found in the textbook, leading to an even greater mastery of the core material. This accessible, informative, and engaging companion walks through the use of R step-by-step, using command lines and screenshots to demonstrate proper use of the software. With the help of these guides, students will become comfortable creating, editing, and using data sets in R to produce original statistical analyses for evaluating causal claims. End-of-chapter exercises encourage this innovation by asking students to formulate and evaluate their own hypotheses.
Advanced Optimization for Process Systems Engineering
, Carnegie Mellon University, Pennsylvania
Online ISBN: 9781108917834
Online publication date:
11 June 2021
Hardback ISBN: 9781108831659
Hardback publication date: 06 May 2021
- Textbook
Based on the author's forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential text for single-semester, graduate courses in process systems engineering in departments of chemical engineering.
Based on the author's forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential text for single-semester, graduate courses in process systems engineering in departments of chemical engineering.
Data Analysis for Business, Economics, and Policy
, Central European University, Vienna and Budapest, , University of Michigan, Ann Arbor
Online ISBN: 9781108591102
Online publication date:
30 April 2021
Hardback ISBN: 9781108483018
Hardback publication date: 06 May 2021
Paperback ISBN: 9781108716208
Paperback publication date: 06 May 2021
This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and exploration, regression analysis, machine learning, and causal analysis are comprehensively covered, as well as when, why, and how the methods work, and how they relate to each other. As the most effective way to communicate data analysis, running case studies play a central role in this textbook. Each case starts with an industry-relevant question and answers it by using real-world data and applying the tools and methods covered in the textbook. Learning is then consolidated by 360 practice questions and 120 data exercises. Extensive online resources, including raw and cleaned data and codes for all analysis in Stata, R, and Python, can be found at www.gabors-data-analysis.com.
This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and exploration, regression analysis, machine learning, and causal analysis are comprehensively covered, as well as when, why, and how the methods work, and how they relate to each other. As the most effective way to communicate data analysis, running case studies play a central role in this textbook. Each case starts with an industry-relevant question and answers it by using real-world data and applying the tools and methods covered in the textbook. Learning is then consolidated by 360 practice questions and 120 data exercises. Extensive online resources, including raw and cleaned data and codes for all analysis in Stata, R, and Python, can be found at www.gabors-data-analysis.com.
The Look of the Past
Visual and Material Evidence in Historical Practice
, King's College London
Online ISBN: 9781139051095
Online publication date:
24 April 2021
Hardback ISBN: 9780521882422
Hardback publication date: 12 November 2012
Paperback ISBN: 9780521709064
Paperback publication date: 12 November 2012
- Textbook
How can we use visual and material culture to shed light on the past? Ludmilla Jordanova offers a fascinating and thoughtful introduction to the role of images, objects and buildings in the study of past times. Through a combination of thematic chapters and essays on specific artefacts – a building, a piece of sculpture, a photographic exhibition and a painted portrait – she shows how to analyse the agency and visual intelligence of artists, makers and craftsmen and make sense of changes in visual experience over time. Generously illustrated and drawing on numerous examples of images and objects from 1600 to the present, this is an essential guide to the skills that students need in order to describe, analyse and contextualise visual evidence. The Look of the Past will encourage readers to think afresh about how they, like people in the past, see and interpret the world around them.
How can we use visual and material culture to shed light on the past? Ludmilla Jordanova offers a fascinating and thoughtful introduction to the role of images, objects and buildings in the study of past times. Through a combination of thematic chapters and essays on specific artefacts – a building, a piece of sculpture, a photographic exhibition and a painted portrait – she shows how to analyse the agency and visual intelligence of artists, makers and craftsmen and make sense of changes in visual experience over time. Generously illustrated and drawing on numerous examples of images and objects from 1600 to the present, this is an essential guide to the skills that students need in order to describe, analyse and contextualise visual evidence. The Look of the Past will encourage readers to think afresh about how they, like people in the past, see and interpret the world around them.
Introducing Language in the Workplace
, Victoria University of Wellington
Online ISBN: 9781108689984
Online publication date:
16 December 2020
Hardback ISBN: 9781108498944
Hardback publication date: 16 July 2020
Paperback ISBN: 9781108712873
Paperback publication date: 16 July 2020
- Textbook
Assuming no prior linguistics background, this introductory textbook summarises key topics and issues from workplace discourse research in a clear and accessible manner. The topics covered include how people issue directives, use humour and social talk, and how they manage conflict and disagreement. The role of language in the enactment of identity is also explored, in particular leadership, gender, and cultural identity, along with the implications and applications of workplace research for training and communications skills development. Over 160 international examples are provided as illustration, which come from a wide range of workplace settings, countries and languages. The examples focus on authentic spoken discourse, to demonstrate how theory captures the patterns found in everyday interaction. Introducing Language in the Workplace provides an excellent up-to-date resource for linguistics courses as well as other courses that cover workplace discourse, such as business communication or management studies.
Assuming no prior linguistics background, this introductory textbook summarises key topics and issues from workplace discourse research in a clear and accessible manner. The topics covered include how people issue directives, use humour and social talk, and how they manage conflict and disagreement. The role of language in the enactment of identity is also explored, in particular leadership, gender, and cultural identity, along with the implications and applications of workplace research for training and communications skills development. Over 160 international examples are provided as illustration, which come from a wide range of workplace settings, countries and languages. The examples focus on authentic spoken discourse, to demonstrate how theory captures the patterns found in everyday interaction. Introducing Language in the Workplace provides an excellent up-to-date resource for linguistics courses as well as other courses that cover workplace discourse, such as business communication or management studies.
Natural Language Processing
A Machine Learning Perspective
, Westlake University, , Westlake University
Online ISBN: 9781108332873
Online publication date:
16 December 2020
Hardback ISBN: 9781108420211
Hardback publication date: 04 February 2021
With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include statistical machine learning and deep learning models, text classification and structured prediction models, generative and discriminative models, supervised and unsupervised learning with latent variables, neural networks, and transition-based methods. Rich connections are drawn between concepts throughout the book, equipping students with the tools needed to establish a deep understanding of NLP solutions, adapt existing models, and confidently develop innovative models of their own. Featuring a host of examples, intuition, and end of chapter exercises, plus sample code available as an online resource, this textbook is an invaluable tool for the upper undergraduate and graduate student.
With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include statistical machine learning and deep learning models, text classification and structured prediction models, generative and discriminative models, supervised and unsupervised learning with latent variables, neural networks, and transition-based methods. Rich connections are drawn between concepts throughout the book, equipping students with the tools needed to establish a deep understanding of NLP solutions, adapt existing models, and confidently develop innovative models of their own. Featuring a host of examples, intuition, and end of chapter exercises, plus sample code available as an online resource, this textbook is an invaluable tool for the upper undergraduate and graduate student.
Essentials of Pattern Recognition
An Accessible Approach
, Nanjing University, China
Online ISBN: 9781108650212
Online publication date:
08 December 2020
Hardback ISBN: 9781108483469
Hardback publication date: 17 December 2020
- Textbook
This textbook introduces fundamental concepts, major models, and popular applications of pattern recognition for a one-semester undergraduate course. To ensure student understanding, the text focuses on a relatively small number of core concepts with an abundance of illustrations and examples. Concepts are reinforced with hands-on exercises to nurture the student's skill in problem solving. New concepts and algorithms are framed by real-world context and established as part of the big picture introduced in an early chapter. A problem-solving strategy is employed in several chapters to equip students with an approach for new problems in pattern recognition. This text also points out common errors that a new player in pattern recognition may encounter, and fosters the ability for readers to find useful resources and independently solve a new pattern recognition task through various working examples. Students with an undergraduate understanding of mathematical analysis, linear algebra, and probability will be well prepared to master the concepts and mathematical analysis presented here.
This textbook introduces fundamental concepts, major models, and popular applications of pattern recognition for a one-semester undergraduate course. To ensure student understanding, the text focuses on a relatively small number of core concepts with an abundance of illustrations and examples. Concepts are reinforced with hands-on exercises to nurture the student's skill in problem solving. New concepts and algorithms are framed by real-world context and established as part of the big picture introduced in an early chapter. A problem-solving strategy is employed in several chapters to equip students with an approach for new problems in pattern recognition. This text also points out common errors that a new player in pattern recognition may encounter, and fosters the ability for readers to find useful resources and independently solve a new pattern recognition task through various working examples. Students with an undergraduate understanding of mathematical analysis, linear algebra, and probability will be well prepared to master the concepts and mathematical analysis presented here.
The Athenian Empire
Using Coins as Sources
, University of Oxford, , University of Oxford
Online ISBN: 9781139058476
Online publication date:
19 October 2020
Hardback ISBN: 9781107015371
Hardback publication date: 17 December 2020
Paperback ISBN: 9781107686700
Paperback publication date: 17 December 2020
- Textbook
Coinage played a central role in the history of the Athenian naval empire of the fifth century BC. It made possible the rise of the empire itself, which was financed through tribute in coinage collected annually from the empire's approximately 200 cities. The empire's downfall was brought about by the wealth in Persian coinage that financed its enemies. This book surveys and illustrates, with nearly 200 examples, the extraordinary variety of silver and gold coinages that were employed in the history of the period, minted by cities within the empire and by those cities and rulers that came into contact with it. It also examines how coins supplement the literary sources and even attest to developments in the monetary history of the period that would otherwise be unknown. This is an accessible introduction to both the history of the Athenian empire and to the use of coins as evidence.
Coinage played a central role in the history of the Athenian naval empire of the fifth century BC. It made possible the rise of the empire itself, which was financed through tribute in coinage collected annually from the empire's approximately 200 cities. The empire's downfall was brought about by the wealth in Persian coinage that financed its enemies. This book surveys and illustrates, with nearly 200 examples, the extraordinary variety of silver and gold coinages that were employed in the history of the period, minted by cities within the empire and by those cities and rulers that came into contact with it. It also examines how coins supplement the literary sources and even attest to developments in the monetary history of the period that would otherwise be unknown. This is an accessible introduction to both the history of the Athenian empire and to the use of coins as evidence.