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The fully revised fifth edition of this highly acclaimed undergraduate textbook provides a thought-provoking introduction to evolutionary psychology, while assuming no prior knowledge of evolutionary theory. The authors continue to carefully guide students towards a level of understanding where they can critically apply evolutionary theory to psychological explanation, providing an engaging and balanced discussion of the field. New material has been added on female homosexuality, artificial intelligence and language, cooking and human brain expansion, Covid-19 and rates of evolutionary change, and the effects of digital media on mental health. This edition also has new and revised boxed case studies, many new figures, extra discussion questions, and additional further reading suggestions. The text is accompanied by online resources including an updated test bank and lecture slides, as well as new answers to the end-of-chapter questions. This is essential reading for students taking undergraduate and graduate courses in evolutionary psychology.
The fully revised fifth edition of this highly acclaimed undergraduate textbook provides a thought-provoking introduction to evolutionary psychology, while assuming no prior knowledge of evolutionary theory. The authors continue to carefully guide students towards a level of understanding where they can critically apply evolutionary theory to psychological explanation, providing an engaging and balanced discussion of the field. New material has been added on female homosexuality, artificial intelligence and language, cooking and human brain expansion, Covid-19 and rates of evolutionary change, and the effects of digital media on mental health. This edition also has new and revised boxed case studies, many new figures, extra discussion questions, and additional further reading suggestions. The text is accompanied by online resources including an updated test bank and lecture slides, as well as new answers to the end-of-chapter questions. This is essential reading for students taking undergraduate and graduate courses in evolutionary psychology.
Building on the success of previous editions (Cryer et al.), this popular textbook is now expanded and updated in a 5th edition featuring two new co-authors, Elies van Sliedregt and Valerie Oosterveld. A market leader and one of the most globally trusted textbooks on international criminal law, it is known for its accessible and engaging tone and for an even-handed approach that is both critical and constructive. Comprehensively updated and rewritten, this new edition introduces readers to the main concepts of international criminal law, as well as the domestic and international institutions that enforce it, and addresses the latest challenges and controversies surrounding the International Criminal Court. Written by a team of international criminal lawyers who have extensive academic and practical experience in the field, the book engages with critical questions, political and moral challenges, and alternatives to international justice. It contains helpful references to other literature, making it a valuable research resource.
Building on the success of previous editions (Cryer et al.), this popular textbook is now expanded and updated in a 5th edition featuring two new co-authors, Elies van Sliedregt and Valerie Oosterveld. A market leader and one of the most globally trusted textbooks on international criminal law, it is known for its accessible and engaging tone and for an even-handed approach that is both critical and constructive. Comprehensively updated and rewritten, this new edition introduces readers to the main concepts of international criminal law, as well as the domestic and international institutions that enforce it, and addresses the latest challenges and controversies surrounding the International Criminal Court. Written by a team of international criminal lawyers who have extensive academic and practical experience in the field, the book engages with critical questions, political and moral challenges, and alternatives to international justice. It contains helpful references to other literature, making it a valuable research resource.
Now in its fifth edition, this accessible and comprehensive text highlights the most important theoretical, conceptual and methodological issues in cognitive neuroscience. Written by two experienced researchers who excel at teaching, the consistent narrative ensures that concepts are linked across chapters, and the careful selection of topics enables readers to grasp the big picture without getting distracted by details. Clinical applications such as developmental disorders, brain injuries and dementias are highlighted. In addition, the analogies and examples, opening case studies, and 'In Focus' boxes both engage and demonstrate the relevance of the material to real-world concerns. Revised for even greater clarity, the fifth edition features new and updated artwork, 'Key Questions' to review concepts, and 'Thought Questions' which develop the critical thinking skills needed to evaluate future developments in this fast-moving field. An expanded set of online resources is also available.
Now in its fifth edition, this accessible and comprehensive text highlights the most important theoretical, conceptual and methodological issues in cognitive neuroscience. Written by two experienced researchers who excel at teaching, the consistent narrative ensures that concepts are linked across chapters, and the careful selection of topics enables readers to grasp the big picture without getting distracted by details. Clinical applications such as developmental disorders, brain injuries and dementias are highlighted. In addition, the analogies and examples, opening case studies, and 'In Focus' boxes both engage and demonstrate the relevance of the material to real-world concerns. Revised for even greater clarity, the fifth edition features new and updated artwork, 'Key Questions' to review concepts, and 'Thought Questions' which develop the critical thinking skills needed to evaluate future developments in this fast-moving field. An expanded set of online resources is also available.
The fifth edition of Gender and Elections offers a lively, multi-faceted account of the role of gender in the electoral process through the 2020 elections. This timely yet enduring volume strikes a balance between highlighting the most important developments for women as voters and candidates in the 2020 elections and providing an in-depth analysis of the ways that gender has helped shape the contours and outcomes of electoral politics in the United States. Individual chapters demonstrate the importance of gender in understanding presidential, congressional, and state elections; voter participation, turnout, and choices; participation of African American women and Latinas; support of political parties and women's organizations; and candidate communication. New chapters explore the role of social movements in elections and introduce concepts of gendered and raced institutions, intersectionality, and identity politics applied to presidential elections from past to present. The resulting volume is the most comprehensive and reliable resource on the role of gender in electoral politics.
The fifth edition of Gender and Elections offers a lively, multi-faceted account of the role of gender in the electoral process through the 2020 elections. This timely yet enduring volume strikes a balance between highlighting the most important developments for women as voters and candidates in the 2020 elections and providing an in-depth analysis of the ways that gender has helped shape the contours and outcomes of electoral politics in the United States. Individual chapters demonstrate the importance of gender in understanding presidential, congressional, and state elections; voter participation, turnout, and choices; participation of African American women and Latinas; support of political parties and women's organizations; and candidate communication. New chapters explore the role of social movements in elections and introduce concepts of gendered and raced institutions, intersectionality, and identity politics applied to presidential elections from past to present. The resulting volume is the most comprehensive and reliable resource on the role of gender in electoral politics.
Stuart Macintyre, one of Australia's most highly regarded historians, revisits A Concise History of Australia to provoke readers to reconsider Australia's past and its relationship to the present. Integrating new scholarship with the historical record, the fifth edition of A Concise History of Australia brings together the long narrative of Australia's First Nations' peoples; the arrival of Europeans and the era of colonies, convicts, gold and free settlers; the foundation of a nation state; and the social, cultural, political and economic developments that created a modern Australia. As we enter the third decade of the twenty-first century, Macintyre's Australia remains one of achievements and failures. So too the future possibilities are deeply rooted in the country's past endeavours. A Concise History of Australia is an invitation to examine this past.
Stuart Macintyre, one of Australia's most highly regarded historians, revisits A Concise History of Australia to provoke readers to reconsider Australia's past and its relationship to the present. Integrating new scholarship with the historical record, the fifth edition of A Concise History of Australia brings together the long narrative of Australia's First Nations' peoples; the arrival of Europeans and the era of colonies, convicts, gold and free settlers; the foundation of a nation state; and the social, cultural, political and economic developments that created a modern Australia. As we enter the third decade of the twenty-first century, Macintyre's Australia remains one of achievements and failures. So too the future possibilities are deeply rooted in the country's past endeavours. A Concise History of Australia is an invitation to examine this past.
An Introduction to Japanese Society provides a highly readable introduction to Japanese society by internationally renowned scholar Yoshio Sugimoto. Taking a sociological approach, the text examines the multifaceted nature of contemporary Japanese society with chapters covering class, geographical and generational variation, work, education, gender, ethnicity, religion, popular culture, and the establishment. This edition begins with a new historical introduction placing the sociological analysis of contemporary Japan in context, and includes a new chapter on religion and belief systems. Comprehensively revised to include current research and statistics, the text covers changes to the labor market, evolving conceptions of family and gender, demographic shifts in an aging society, and the emergence of new social movements. Each chapter now contains illustrative case examples, research questions, recommended further readings and useful online resources. Written in a lively and engaging style, An Introduction to Japanese Society remains essential reading for all students of Japanese society.
An Introduction to Japanese Society provides a highly readable introduction to Japanese society by internationally renowned scholar Yoshio Sugimoto. Taking a sociological approach, the text examines the multifaceted nature of contemporary Japanese society with chapters covering class, geographical and generational variation, work, education, gender, ethnicity, religion, popular culture, and the establishment. This edition begins with a new historical introduction placing the sociological analysis of contemporary Japan in context, and includes a new chapter on religion and belief systems. Comprehensively revised to include current research and statistics, the text covers changes to the labor market, evolving conceptions of family and gender, demographic shifts in an aging society, and the emergence of new social movements. Each chapter now contains illustrative case examples, research questions, recommended further readings and useful online resources. Written in a lively and engaging style, An Introduction to Japanese Society remains essential reading for all students of Japanese society.
Cost-Benefit Analysis provides accessible, comprehensive, authoritative, and practical treatments of the protocols for assessing the relative efficiency of public policies. Its review of essential concepts from microeconomics, and its sophisticated treatment of important topics with minimal use of mathematics helps students from a variety of backgrounds build solid conceptual foundations. It provides thorough treatments of time discounting, dealing with contingent uncertainty using expected surpluses and option prices, taking account of parameter uncertainties using Monte Carlo simulation and other types of sensitivity analyses, revealed preference approaches, stated preference methods including contingent valuation, and other related methods. Updated to cover contemporary research, this edition is considerably reorganized to aid in student and practitioner understanding, and includes eight new cases to demonstrate the actual practice of cost-benefit analysis. Widely cited, it is recognized as an authoritative source on cost-benefit analysis. Illustrations, exhibits, chapter exercises, and case studies help students master concepts and develop craft skills.
Cost-Benefit Analysis provides accessible, comprehensive, authoritative, and practical treatments of the protocols for assessing the relative efficiency of public policies. Its review of essential concepts from microeconomics, and its sophisticated treatment of important topics with minimal use of mathematics helps students from a variety of backgrounds build solid conceptual foundations. It provides thorough treatments of time discounting, dealing with contingent uncertainty using expected surpluses and option prices, taking account of parameter uncertainties using Monte Carlo simulation and other types of sensitivity analyses, revealed preference approaches, stated preference methods including contingent valuation, and other related methods. Updated to cover contemporary research, this edition is considerably reorganized to aid in student and practitioner understanding, and includes eight new cases to demonstrate the actual practice of cost-benefit analysis. Widely cited, it is recognized as an authoritative source on cost-benefit analysis. Illustrations, exhibits, chapter exercises, and case studies help students master concepts and develop craft skills.
Linear algebra is something all mathematics undergraduates and many other students, in subjects ranging from engineering to economics, have to learn. The fifth edition of this hugely successful textbook retains the quality of earlier editions while at the same time seeing numerous minor improvements and major additions. The latter include: a new chapter on singular values and singular vectors, including ways to analyze a matrix of data; a revised chapter on computing in linear algebra, with professional-level algorithms and code that can be downloaded for a variety of languages; a new section on linear algebra and cryptography; and a new chapter on linear algebra in probability and statistics. A dedicated and active website also offers solutions to exercises as well as new exercises from many different sources (e.g. practice problems, exams, development of textbook examples), plus codes in MATLAB, Julia, and Python.
Linear algebra is something all mathematics undergraduates and many other students, in subjects ranging from engineering to economics, have to learn. The fifth edition of this hugely successful textbook retains the quality of earlier editions while at the same time seeing numerous minor improvements and major additions. The latter include: a new chapter on singular values and singular vectors, including ways to analyze a matrix of data; a revised chapter on computing in linear algebra, with professional-level algorithms and code that can be downloaded for a variety of languages; a new section on linear algebra and cryptography; and a new chapter on linear algebra in probability and statistics. A dedicated and active website also offers solutions to exercises as well as new exercises from many different sources (e.g. practice problems, exams, development of textbook examples), plus codes in MATLAB, Julia, and Python.
This well-established textbook gives a general but comprehensive introduction to positional astronomy. Originally based on the author's lecture courses at Cambridge University, it is intended primarily for undergraduates, but, due to its comprehensive nature, it is a very useful reference text for research workers in many branches of astronomy and space physics. The author considers the night sky as the celestial sphere and powerfully exploits the methods of spherical geometry. Most problems in which the precise determination of a heavenly body's position in the sky is important are considered in theoretical detail, and the necessary formulae are derived to a precision that is sufficient for all but the most specialist purposes. The present revision has ensured that the terminology and treatment correspond precisely to current astronomical practice. A guiding principle has been to re-establish compatibility with the Astronomical Ephemeris and, to a lesser extent, with the fuller explanations of the Explanatory Supplement to the Astronomical Ephemeris and the American Ephemeris and Nautical Almanac. Fairly frequent comments added to the text indicate the sometimes modified relevance of the subject matter to modern astronomy. A number of additional exercises help to illustrate the new material.
This well-established textbook gives a general but comprehensive introduction to positional astronomy. Originally based on the author's lecture courses at Cambridge University, it is intended primarily for undergraduates, but, due to its comprehensive nature, it is a very useful reference text for research workers in many branches of astronomy and space physics. The author considers the night sky as the celestial sphere and powerfully exploits the methods of spherical geometry. Most problems in which the precise determination of a heavenly body's position in the sky is important are considered in theoretical detail, and the necessary formulae are derived to a precision that is sufficient for all but the most specialist purposes. The present revision has ensured that the terminology and treatment correspond precisely to current astronomical practice. A guiding principle has been to re-establish compatibility with the Astronomical Ephemeris and, to a lesser extent, with the fuller explanations of the Explanatory Supplement to the Astronomical Ephemeris and the American Ephemeris and Nautical Almanac. Fairly frequent comments added to the text indicate the sometimes modified relevance of the subject matter to modern astronomy. A number of additional exercises help to illustrate the new material.
Only when we fully appreciate the origins and foundations of child and adolescent behaviors will we succeed in uncovering why they do what they do. By emphasizing evolutionary viewpoints of human psychological development, this textbook explains the fundamental underpinnings of young minds and how they grow. New chapters on the biological basis and cultural context of development introduce students to dynamic new debates in the field. The integrative, topical approach incorporates the perspectives that guide today's practitioners and gives students a holistic and up-to-date understanding of development. Box features highlight key debates, Section Reviews reinforce essential points, and “Ask Yourself” questions and end-of-chapter exercises encourage engagement and extend learning, supporting and enhancing student understanding. Revised and updated throughout, this comprehensive, topical textbook uniquely integrates the central themes of modern developmental theory – developmental contextualism, sociocultural perspective, and evolutionary theory – in a strong, theoretical introduction to child and adolescent development.
Only when we fully appreciate the origins and foundations of child and adolescent behaviors will we succeed in uncovering why they do what they do. By emphasizing evolutionary viewpoints of human psychological development, this textbook explains the fundamental underpinnings of young minds and how they grow. New chapters on the biological basis and cultural context of development introduce students to dynamic new debates in the field. The integrative, topical approach incorporates the perspectives that guide today's practitioners and gives students a holistic and up-to-date understanding of development. Box features highlight key debates, Section Reviews reinforce essential points, and “Ask Yourself” questions and end-of-chapter exercises encourage engagement and extend learning, supporting and enhancing student understanding. Revised and updated throughout, this comprehensive, topical textbook uniquely integrates the central themes of modern developmental theory – developmental contextualism, sociocultural perspective, and evolutionary theory – in a strong, theoretical introduction to child and adolescent development.
Students will develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated, with numerous exercises and examples in the popular data science tool R, a new chapter on using R for statistical analysis, and a new chapter that demonstrates how to use R within a range of cloud platforms. The many practice examples, drawn from real-life applications, range from small to big data and come to life in a new end-to-end project in Chapter 11. New 'Data Science in Practice' boxes highlight how concepts introduced work within an industry context and many chapters include new sections on AI and Generative AI. A suite of online material for instructors provides a strong supplement to the book, including lecture slides, solutions, additional assessment material and curriculum suggestions. Datasets and code are available for students online. This entry-level textbook is ideal for readers from a range of disciplines wishing to build a practical, working knowledge of data science.
Students will develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated, with numerous exercises and examples in the popular data science tool R, a new chapter on using R for statistical analysis, and a new chapter that demonstrates how to use R within a range of cloud platforms. The many practice examples, drawn from real-life applications, range from small to big data and come to life in a new end-to-end project in Chapter 11. New 'Data Science in Practice' boxes highlight how concepts introduced work within an industry context and many chapters include new sections on AI and Generative AI. A suite of online material for instructors provides a strong supplement to the book, including lecture slides, solutions, additional assessment material and curriculum suggestions. Datasets and code are available for students online. This entry-level textbook is ideal for readers from a range of disciplines wishing to build a practical, working knowledge of data science.
The transition from student to classroom teacher presents many opportunities and challenges. Introduction to Education welcomes pre-service teachers to the field of education, providing an overview of the context, craft and practice of teaching in Australian schools. Each chapter poses a question about the nature of teaching and explores authentic classroom examples, contemporary research and literature, and the professional, policy and curriculum contexts of teaching. Thoroughly updated, the second edition continues to cover both theoretical and practical topics, with chapters addressing assessment, planning, safe learning environments, professional experience, and working with colleagues, families, caregivers and communities. Each chapter features: chapter opening stimulus materials and questions to activate prior learning and challenge assumptions; connections to policy and research with questions to encourage critical thinking and professional literacy; voices of educators and students that provide authentic classroom examples of the practical application of theory.
The transition from student to classroom teacher presents many opportunities and challenges. Introduction to Education welcomes pre-service teachers to the field of education, providing an overview of the context, craft and practice of teaching in Australian schools. Each chapter poses a question about the nature of teaching and explores authentic classroom examples, contemporary research and literature, and the professional, policy and curriculum contexts of teaching. Thoroughly updated, the second edition continues to cover both theoretical and practical topics, with chapters addressing assessment, planning, safe learning environments, professional experience, and working with colleagues, families, caregivers and communities. Each chapter features: chapter opening stimulus materials and questions to activate prior learning and challenge assumptions; connections to policy and research with questions to encourage critical thinking and professional literacy; voices of educators and students that provide authentic classroom examples of the practical application of theory.
The second edition of this engaging textbook for advanced undergraduate students and beginning graduates covers all the core subjects in linear algebra. It has a unique emphasis on integrating ideas from analysis, in addition to pure algebra, and features a balance of abstraction, practicality, and contemporary applications. Four chapters examine some of the most important of these applications, including quantum mechanics, machine learning, data science, and quantum information. The material is supplemented by a rich collection of exercises designed for students from diverse backgrounds, including a wealth of newly added ones in this edition. Selected solutions are provided at the back of the book for use in self-study, and full solutions are available online to instructors.
The second edition of this engaging textbook for advanced undergraduate students and beginning graduates covers all the core subjects in linear algebra. It has a unique emphasis on integrating ideas from analysis, in addition to pure algebra, and features a balance of abstraction, practicality, and contemporary applications. Four chapters examine some of the most important of these applications, including quantum mechanics, machine learning, data science, and quantum information. The material is supplemented by a rich collection of exercises designed for students from diverse backgrounds, including a wealth of newly added ones in this edition. Selected solutions are provided at the back of the book for use in self-study, and full solutions are available online to instructors.
Understand algorithms and their design with this revised student-friendly textbook. Unlike other algorithms books, this one is approachable, the methods it explains are straightforward, and the insights it provides are numerous and valuable. Without grinding through lots of formal proof, students will benefit from step-by-step methods for developing algorithms, expert guidance on common pitfalls, and an appreciation of the bigger picture. Revised and updated, this second edition includes a new chapter on machine learning algorithms, and concise key concept summaries at the end of each part for quick reference. Also new to this edition are more than 150 new exercises: selected solutions are included to let students check their progress, while a full solutions manual is available online for instructors. No other text explains complex topics such as loop invariants as clearly, helping students to think abstractly and preparing them for creating their own innovative ways to solve problems.
Understand algorithms and their design with this revised student-friendly textbook. Unlike other algorithms books, this one is approachable, the methods it explains are straightforward, and the insights it provides are numerous and valuable. Without grinding through lots of formal proof, students will benefit from step-by-step methods for developing algorithms, expert guidance on common pitfalls, and an appreciation of the bigger picture. Revised and updated, this second edition includes a new chapter on machine learning algorithms, and concise key concept summaries at the end of each part for quick reference. Also new to this edition are more than 150 new exercises: selected solutions are included to let students check their progress, while a full solutions manual is available online for instructors. No other text explains complex topics such as loop invariants as clearly, helping students to think abstractly and preparing them for creating their own innovative ways to solve problems.
Accessible, concise, and interactive, this book introduces the mathematical methods that are indispensable in economics and finance. Fully updated to be as student friendly as possible, this edition contains extensive problems, worked examples and exercises (with full solutions at the end of the book). Two brand new chapters cover coupled systems of recurrence/differential equations, and matrix diagonalisation. All topics are motivated by problems from economics and finance, demonstrating to students how they can apply the mathematical techniques covered. For undergraduate students of economics, mathematics, or both, this book will be welcomed for its clarity and breadth and the many opportunities it provides for readers to practise and test their understanding.
Accessible, concise, and interactive, this book introduces the mathematical methods that are indispensable in economics and finance. Fully updated to be as student friendly as possible, this edition contains extensive problems, worked examples and exercises (with full solutions at the end of the book). Two brand new chapters cover coupled systems of recurrence/differential equations, and matrix diagonalisation. All topics are motivated by problems from economics and finance, demonstrating to students how they can apply the mathematical techniques covered. For undergraduate students of economics, mathematics, or both, this book will be welcomed for its clarity and breadth and the many opportunities it provides for readers to practise and test their understanding.
Fully revised and updated, this second edition provides students with a quantitative and accessible introduction to the renewable technologies at the heart of efforts to build a sustainable future. Key features include new chapters on essential topics in energy storage, off-grid systems, microgrids and community energy; revised chapters on energy and grid fundamentals, wind energy, hydro power, photovoltaic and solar thermal energy, marine energy and bioenergy; appendices on foundational topics in electrical engineering, heat transfer and fluid dynamics; discussion of how real-world projects are developed, constructed and operated; over 60 worked examples linking theory to real-world engineering applications; and over 150 end-of-chapter homework problems, with solutions for instructors. Accompanied online at www-cambridge-org.demo.remotlog.com/jenkins2e by extended exercises and datasets, enabling instructors to create unique projects and coursework, this new edition remains the ideal multi-disciplinary introduction to renewable energy, for senior undergraduate and graduate students in engineering and the physical sciences.
Fully revised and updated, this second edition provides students with a quantitative and accessible introduction to the renewable technologies at the heart of efforts to build a sustainable future. Key features include new chapters on essential topics in energy storage, off-grid systems, microgrids and community energy; revised chapters on energy and grid fundamentals, wind energy, hydro power, photovoltaic and solar thermal energy, marine energy and bioenergy; appendices on foundational topics in electrical engineering, heat transfer and fluid dynamics; discussion of how real-world projects are developed, constructed and operated; over 60 worked examples linking theory to real-world engineering applications; and over 150 end-of-chapter homework problems, with solutions for instructors. Accompanied online at www-cambridge-org.demo.remotlog.com/jenkins2e by extended exercises and datasets, enabling instructors to create unique projects and coursework, this new edition remains the ideal multi-disciplinary introduction to renewable energy, for senior undergraduate and graduate students in engineering and the physical sciences.
Newly revised, this textbook provides an authoritative conceptual and practical overview of international law governing the resort to force. Following an introductory chapter, with a section on the key issues in identifying the law and actual and potential changes to it, the book addresses the breadth and scope of the prohibition of the threat or use of force and the meaning of 'force' as the focus of this. The book proceeds to address the use of force through the United Nations and regional organisations, the use of force in peacekeeping operations, the right of self-defence and the customary limitations upon this right, the controversial right of humanitarian intervention, and forcible interventions in civil conflicts. Updated to include greater focus on aspects such as cyber operations, the threat of force, and the 'human element' to the use force, as well as the inclusion of recent developments such as the 2022 Russian invasion of Ukraine, it seeks to address the contemporary legal framework through the prism of contemporary challenges that it currently faces.
Newly revised, this textbook provides an authoritative conceptual and practical overview of international law governing the resort to force. Following an introductory chapter, with a section on the key issues in identifying the law and actual and potential changes to it, the book addresses the breadth and scope of the prohibition of the threat or use of force and the meaning of 'force' as the focus of this. The book proceeds to address the use of force through the United Nations and regional organisations, the use of force in peacekeeping operations, the right of self-defence and the customary limitations upon this right, the controversial right of humanitarian intervention, and forcible interventions in civil conflicts. Updated to include greater focus on aspects such as cyber operations, the threat of force, and the 'human element' to the use force, as well as the inclusion of recent developments such as the 2022 Russian invasion of Ukraine, it seeks to address the contemporary legal framework through the prism of contemporary challenges that it currently faces.
Using a modern matrix-based approach, this rigorous second course in linear algebra helps upper-level undergraduates in mathematics, data science, and the physical sciences transition from basic theory to advanced topics and applications. Its clarity of exposition together with many illustrations, 900+ exercises, and 350 conceptual and numerical examples aid the student's understanding. Concise chapters promote a focused progression through essential ideas. Topics are derived and discussed in detail, including the singular value decomposition, Jordan canonical form, spectral theorem, QR factorization, normal matrices, Hermitian matrices, and positive definite matrices. Each chapter ends with a bullet list summarizing important concepts. New to this edition are chapters on matrix norms and positive matrices, many new sections on topics including interpolation and LU factorization, 300+ more problems, many new examples, and color-enhanced figures. Prerequisites include a first course in linear algebra and basic calculus sequence. Instructor's resources are available.
Using a modern matrix-based approach, this rigorous second course in linear algebra helps upper-level undergraduates in mathematics, data science, and the physical sciences transition from basic theory to advanced topics and applications. Its clarity of exposition together with many illustrations, 900+ exercises, and 350 conceptual and numerical examples aid the student's understanding. Concise chapters promote a focused progression through essential ideas. Topics are derived and discussed in detail, including the singular value decomposition, Jordan canonical form, spectral theorem, QR factorization, normal matrices, Hermitian matrices, and positive definite matrices. Each chapter ends with a bullet list summarizing important concepts. New to this edition are chapters on matrix norms and positive matrices, many new sections on topics including interpolation and LU factorization, 300+ more problems, many new examples, and color-enhanced figures. Prerequisites include a first course in linear algebra and basic calculus sequence. Instructor's resources are available.
From basic principles to insights into pioneering research, this introductory textbook provides the fundamentals of cancer biology that will enable students of biology and medicine to enter the field with confidence. It opens with a discussion of global cancer patterns, how cancers arise, and the risk factors involved. A description of the normal signalling pathways within cells then explains how DNA mutations affect proteins and what this means for the development and behaviour of tumours. Later chapters discuss methods for tumour detection, biomarker identification and the impact of genome sequencing, before reviewing the development of anti-cancer drugs and exciting current advances in treatment. With 50% new material, including two new chapters on genetic analysis of cancer and cancer chemotherapy, improved pedagogy, examples of revolutionising technologies in drug design and delivery, and useful online resources, this textbook offers an accessible and engaging account of cancer biology for undergraduate and graduate students.
From basic principles to insights into pioneering research, this introductory textbook provides the fundamentals of cancer biology that will enable students of biology and medicine to enter the field with confidence. It opens with a discussion of global cancer patterns, how cancers arise, and the risk factors involved. A description of the normal signalling pathways within cells then explains how DNA mutations affect proteins and what this means for the development and behaviour of tumours. Later chapters discuss methods for tumour detection, biomarker identification and the impact of genome sequencing, before reviewing the development of anti-cancer drugs and exciting current advances in treatment. With 50% new material, including two new chapters on genetic analysis of cancer and cancer chemotherapy, improved pedagogy, examples of revolutionising technologies in drug design and delivery, and useful online resources, this textbook offers an accessible and engaging account of cancer biology for undergraduate and graduate students.
Applying statistical concepts to biological scenarios, this established textbook continues to be the go-to tool for advanced undergraduates and postgraduates studying biostatistics or experimental design in biology-related areas. Chapters cover linear models, common regression and ANOVA methods, mixed effects models, model selection, and multivariate methods used by biologists, requiring only introductory statistics and basic mathematics. Demystifying statistical concepts with clear, jargon-free explanations, this new edition takes a holistic approach to help students understand the relationship between statistics and experimental design. Each chapter contains further-reading recommendations, and worked examples from today's biological literature. All examples reflect modern settings, methodology and equipment, representing a wide range of biological research areas. These are supported by hands-on online resources including real-world data sets, full R code to help repeat analyses for all worked examples, and additional review questions and exercises for each chapter.
Applying statistical concepts to biological scenarios, this established textbook continues to be the go-to tool for advanced undergraduates and postgraduates studying biostatistics or experimental design in biology-related areas. Chapters cover linear models, common regression and ANOVA methods, mixed effects models, model selection, and multivariate methods used by biologists, requiring only introductory statistics and basic mathematics. Demystifying statistical concepts with clear, jargon-free explanations, this new edition takes a holistic approach to help students understand the relationship between statistics and experimental design. Each chapter contains further-reading recommendations, and worked examples from today's biological literature. All examples reflect modern settings, methodology and equipment, representing a wide range of biological research areas. These are supported by hands-on online resources including real-world data sets, full R code to help repeat analyses for all worked examples, and additional review questions and exercises for each chapter.