Introduction to Python Programming And Data Structure By Liang

This volume tackles the conflicting requirements of data compression and indexing in massive datasets, by using optimization techniques to improve compression and reconfiguring data structure to incre

This book is designed to introduce students to programming and computational thinking through the lens of exploring data. You can think of Python as your tool to solve problems that are far beyond th

This fully revised fourth edition features background information and instructions for growing plants from cell structure and tissue culture and is written in terms that can be easily understood by bo

Succinct and concise, this textbook covers all the procedural and substantive aspects of EU competition law. It explores primary and secondary law through the prism of ECJ case law. Abuse of a dominant position and merger control are discussed and a separate chapter on cartels ensures the student receives the broadest possible perspective on the subject. In addition, the book's consistent structure aids understanding: section summaries underline key principles, questions reinforce learning and essay discussion topics encourage further exploration. By setting out the economic principles which underpin the subject, the author allows the student to engage with the complexity of competition law with confidence. Integrated examples and an uncluttered writing style make this required reading for all students of the subject.

Succinct and concise, this textbook covers all the procedural and substantive aspects of EU competition law. It explores primary and secondary law through the prism of ECJ case law. Abuse of a dominant position and merger control are discussed and a separate chapter on cartels ensures the student receives the broadest possible perspective on the subject. In addition, the book's consistent structure aids understanding: section summaries underline key principles, questions reinforce learning and essay discussion topics encourage further exploration. By setting out the economic principles which underpin the subject, the author allows the student to engage with the complexity of competition law with confidence. Integrated examples and an uncluttered writing style make this required reading for all students of the subject.

Gravity surveys have a huge range of applications, indicating density variations in the subsurface and identifying man-made structures, local changes of rock type or even deep-seated structures at the crust/mantle boundary. This important one-stop book combines an introductory manual of practical procedures with a full explanation of analysis techniques, enabling students, geophysicists, geologists and engineers to understand the methodology, applications and limitations of a gravity survey. Filled with examples from a wide variety of acquisition problems, the book instructs students in avoiding common mistakes and misconceptions. It explores the increasing near-surface geophysical applications being opened up by improvements in instrumentation and provides more advance-level material as a useful introduction to potential theory. This is a key text for graduate students of geophysics and for professionals using gravity surveys, from civil engineers and archaeologists to oil and mineral

The competent and intelligent optical design of today's state-of-the-art products requires an understanding of optical aberrations. This accessible book provides an excellent introduction to the wave theory of aberrations and will be valuable to graduate students in optical engineering, as well as to researchers and technicians in academia and industry interested in optical imaging systems. Using a logical structure, uniform mathematical notation and high quality figures, the author helps readers to learn the theory of optical aberrations in a modern and efficient manner. In addition to essential topics such as the aberration function, wave aberrations, ray caustics and aberration coefficients, this text covers pupil aberrations, the irradiance function, aberration fields and polarization aberrations. It also provides a historical perspective by explaining the discovery of aberrations and two chapters provide insight into classical image formation; these topics of discussion are often

Hands-on, theory-neutral and non-technical, this textbook is a basic introduction to the structure of English words and sentences. Assuming no prior knowledge of linguistic analysis, it presents the facts in a straightforward manner and offers a step-by-step guide from small to large building blocks of language. Every chapter contains numerous exercises and discussion questions, which provide essential self-study material, as well as in-chapter tasks which lead students to a more comprehensive understanding of linguistic issues. The book also features concise chapter summaries, suggestions for further reading, an inclusive glossary and two consolidation chapters which encourage students to secure their understanding of the English language. The dedicated companion website includes further exercises, answers and solutions to the exercises, as well as useful links.

A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts.

Some of the most eminent and enduring philosophical questions concern matters of priority: what is prior to what? What 'grounds' what? Is, for instance, matter prior to mind? Recently, a vivid debate has arisen about how such questions have to be understood. Can the relevant notion or notions of priority be spelled out? And how do they relate to other metaphysical notions, such as modality, truth-making or essence? This volume of new essays, by leading figures in contemporary metaphysics, is the first to address and investigate the metaphysical idea that certain facts are grounded in other facts. An introduction introduces and surveys the debate, examining its history as well as its central systematic aspects. The volume will be of wide interest to students and scholars of metaphysics.

The estimation of noisily observed states from a sequence of data has traditionally incorporated ideas from Hilbert spaces and calculus-based probability theory. As conditional expectation is the key concept, the correct setting for filtering theory is that of a probability space. Graduate engineers, mathematicians and those working in quantitative finance wishing to use filtering techniques will find in the first half of this book an accessible introduction to measure theory, stochastic calculus, and stochastic processes, with particular emphasis on martingales and Brownian motion. Exercises are included. The book then provides an excellent users' guide to filtering: basic theory is followed by a thorough treatment of Kalman filtering, including recent results which extend the Kalman filter to provide parameter estimates. These ideas are then applied to problems arising in finance, genetics and population modelling in three separate chapters, making this a comprehensive resource for b

Your research has generated gigabytes of data and now you need to analyse it. You hate using spreadsheets but it is all you know, so what else can you do? This book will transform how you work with large and complex data sets, teaching you powerful programming tools for slicing and dicing data to suit your needs. Written in a fun and accessible style, this step-by-step guide will inspire and inform non-programmers about the essential aspects of Unix and Perl. It shows how, with just a little programming knowledge, you can write programs that could save you hours, or even days. No prior experience is required and new concepts are introduced using numerous code examples that you can try out for yourself. Going beyond the basics, the authors touch upon many broader topics that will help those new to programming, including debugging and how to write in a good programming style.

Taking a problem-based approach, the authors provide a practice-oriented and systematic introduction to both organic and inorganic structure determination by spectroscopic methods. This includes mass

Collecting, Managing, and Assessing Data Using Sample Surveys provides a thorough, step-by-step guide to the design and implementation of surveys. Beginning with a primer on basic statistics, the first half of the book takes readers on a comprehensive tour through the basics of survey design. Topics covered include the ethics of surveys, the design of survey procedures, the design of the survey instrument, how to write questions and how to draw representative samples. Having shown readers how to design surveys, the second half of the book discusses a number of issues surrounding their implementation, including repetitive surveys, the economics of surveys, web-based surveys, coding and data entry, data expansion and weighting, the issue of non-response, and the documenting and archiving of survey data. The book is an excellent introduction to the use of surveys for graduate students as well as a useful reference work for scholars and professionals.

Collecting, Managing, and Assessing Data Using Sample Surveys provides a thorough, step-by-step guide to the design and implementation of surveys. Beginning with a primer on basic statistics, the first half of the book takes readers on a comprehensive tour through the basics of survey design. Topics covered include the ethics of surveys, the design of survey procedures, the design of the survey instrument, how to write questions and how to draw representative samples. Having shown readers how to design surveys, the second half of the book discusses a number of issues surrounding their implementation, including repetitive surveys, the economics of surveys, web-based surveys, coding and data entry, data expansion and weighting, the issue of non-response, and the documenting and archiving of survey data. The book is an excellent introduction to the use of surveys for graduate students as well as a useful reference work for scholars and professionals.

Perkovic's Introduction to Programming Using Python provides an imperative-first introduction to Python focusing on computer applications and the process of developing them. The text helps devel

Data Communication and Networking, First Edition provides a solid, thorough overview of data communications and networking for Engineering Technology programs. This text covers information for one or more courses spanning digital communication systems, computer communication and networks, and data communications. It is specifically written and designed for engineering and engineering technology learners by using a systematic and visual approach with abundant tables, illustrations, and practical examples making it easy for students to comprehend concepts. Content begins with data communication, signal conversion and issues in data transmission. Each chapter includes an introduction, summary of key information, as well as practice questions and problems with answers. The text also includes coverage of network and network standards, Ethernet, network components and Transmission Control and Internets Protocols (TCP/IP). The integration of applications and laboratory experiments are found t

This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression, including regularization techniques to structure predictors. In addition to standard methods such as the logit and probit model and extensions to multivariate settings, the author presents more recent developments in flexible and high-dimensional regression, which allow weakening of assumptions on the structuring of the predictor and yield fits that are closer to the data. A generalized linear model is used as a unifying framework whenever possible in particular parametric models that are treated within this framework. Many topics not normally included in books on categorical data analysis are treated here, such as nonparametric regression; selection of predictors by regularized estimation procedures; ternative models like the hurdle model and zero-inflated regression models for count data; and non-standard tree-based ensemble methods. The book is accom

An approachable and stimulating introduction to Anglo-Saxon literature, this book provides indispensable guidance for students on this important and rewarding area of literary studies. The chapters are clearly organized by topic and significant attention is paid to key individual works, including Beowulf, The Seafarer and writings by Bede. All textual quotations are translated into Modern English, with the original language texts carefully explained. The Introduction synthesizes and develops dominant approaches to Anglo-Saxon literature today, integrating Old English and Latin traditions, and placing the literature in larger historical and theoretical contexts. The structure, style and layout are attractive and user-friendly, including illustrative figures and textboxes, and Magennis provides guidance on resources for studying Anglo-Saxon literature, informing the reader of opportunities for investigating the subject further. Overall, the book enables a thorough understanding and appre

An approachable and stimulating introduction to Anglo-Saxon literature, this book provides indispensable guidance for students on this important and rewarding area of literary studies. The chapters are clearly organized by topic and significant attention is paid to key individual works, including Beowulf, The Seafarer and writings by Bede. All textual quotations are translated into Modern English, with the original language texts carefully explained. The Introduction synthesizes and develops dominant approaches to Anglo-Saxon literature today, integrating Old English and Latin traditions, and placing the literature in larger historical and theoretical contexts. The structure, style and layout are attractive and user-friendly, including illustrative figures and textboxes, and Magennis provides guidance on resources for studying Anglo-Saxon literature, informing the reader of opportunities for investigating the subject further. Overall, the book enables a thorough understanding and appre

This book explains how molecular movement is determined by chemical structure, then how motion controls the physical and technological properties of polymer materials. Readers are introduced to the co

Now available to an English-speaking audience, this book is a comprehensive grammar of classical Nahuatl, the literary language of the Aztecs. It offers students of Nahuatl a complete and clear treatment of the language's structure, grammar and vocabulary. It is divided into 35 chapters, beginning with basic syntax and progressing gradually to more complex structures. Each grammatical concept is illustrated clearly with examples, exercises and passages for translation. A key is provided to allow students to check their answers. By far the most approachable textbook of Nahuatl available, this book will be an excellent teaching tool both for classroom use and for readers pursuing independent study of the language. It will be an invaluable resource to anthropologists, ethnographers, historians, archaeologists and linguists alike.

Margaret Atwood offers an immensely influential voice in contemporary literature. Her novels have been translated into over 22 languages and are widely studied, taught and enjoyed. Her style is defined by her comic wit and willingness to experiment. Her work has ranged across several genres, from poetry to literary and cultural criticism, novels, short stories and art. This Introduction summarizes Atwood's canon, from her earliest poetry and her first novel, The Edible Woman, through The Handmaid's Tale to The Year of the Flood. Covering the full range of her work, it guides students through multiple readings of her oeuvre. It features chapters on her life and career, her literary, Canadian and feminist contexts, and how her work has been received and debated over the course of her career. With a guide to further reading and a clear, well organised structure, this book presents an engaging overview for students and readers.

Margaret Atwood offers an immensely influential voice in contemporary literature. Her novels have been translated into over 22 languages and are widely studied, taught and enjoyed. Her style is defined by her comic wit and willingness to experiment. Her work has ranged across several genres, from poetry to literary and cultural criticism, novels, short stories and art. This Introduction summarizes Atwood's canon, from her earliest poetry and her first novel, The Edible Woman, through The Handmaid's Tale to The Year of the Flood. Covering the full range of her work, it guides students through multiple readings of her oeuvre. It features chapters on her life and career, her literary, Canadian and feminist contexts, and how her work has been received and debated over the course of her career. With a guide to further reading and a clear, well organised structure, this book presents an engaging overview for students and readers.

Alan Herries Wilson was a widely respected scientist and industrialist. Born in 1906, Wilson won a Cambridge scholarship at the age of 16. Just 20 years later, he was Fellow of the Royal Society. In 1963, Wilson became chairman of Glaxo, leading the company to great success by boldly engaging with the European markets. In this 1939 text, Wilson shows his aptitude for scientific thought and writing, providing a fluent and informative introduction to the electron theory of metals. His aim was to make clear the physical principles on which the theories of the 1930s were based, with chapters addressing the fundamental elements of electron theory and the structure, conductivity and thermal potential of metals and semi-conductors. Over 70 years after its initial publication, this book will continue to appeal to all readers with an admiration of Sir Alan Wilson, or an interest in the history of electron theory itself.

JavaTech is a practical introduction to the Java programming language with an emphasis on the features that benefit technical computing. After presenting the basics of object-oriented programming in Java, it examines introductory topics such as graphical interfaces and thread processes. It goes on to review network programming and develops Web client-server examples for tasks such as monitoring remote devices. The focus then shifts to distributed computing with RMI. Finally, it examines how Java programs can access the local platform and interact with hardware. Topics include combining native code with Java, communication via serial lines, and programming embedded processors. An extensive web site supports the book with additional instructional materials. JavaTech demonstrates the ease with which Java can be used to create powerful network applications and distributed computing applications. It will be used as a textbook for programming courses, and by researchers who need to learn Jav

Many practical applications require the reconstruction of a multivariate function from discrete, unstructured data. This book gives a self-contained, complete introduction into this subject. It concentrates on truly meshless methods such as radial basis functions, moving least squares, and partitions of unity. The book starts with an overview on typical applications of scattered data approximation, coming from surface reconstruction, fluid-structure interaction, and the numerical solution of partial differential equations. It then leads the reader from basic properties to the current state of research, addressing all important issues, such as existence, uniqueness, approximation properties, numerical stability, and efficient implementation. Each chapter ends with a section giving information on the historical background and hints for further reading. Complete proofs are included, making this perfectly suited for graduate courses on multivariate approximation and it can be used to suppo

Revolutionary advances in imaging technology that provide high resolution, 3-D, non-invasive imaging of biological subjects have made biomedical imaging an essential tool in clinical medicine and biomedical research. Key technological advances include MRI, positron emission tomography (PET) and multidetector X-ray CT scanners. Common to all contemporary imaging modalities is the creation of digital data and pictures. The evolution from analog to digital image data is driving the rapidly expanding field of digital image analysis. Scientists from numerous disciplines now require in-depth knowledge of these complex imaging modalities. Introduction to the Science of Medical Imaging presents scientific imaging principles, introduces the major biomedical imaging modalities, reviews the basics of human and computer image analysis and provides examples of major clinical and research applications. Written by one of the world's most innovative and highly respected neuroradiologists, Introduction

Organised around problem solving, this book gently introduces the reader to computational simulation of biomedical transport processes, bridging fundamental theory with real-world applications. Using this book the reader will gain a complete foundation to the subject, starting with problem simplification, implementing it in software, through to interpreting the results, validation, and optimisation. Ten case studies, focusing on emerging areas such as thermal therapy and drug delivery, with easy to follow step-by-step instructions, provide ready-to-use templates for further applications. Solution process using the commonly used tool COMSOL Multiphysics is described in detail; useful biomedical property data and correlations are included; and background theory information is given at the end of the book for easy reference. A mixture of short and extended exercises make this book a complete course package for undergraduate and beginning graduate students in biomedical and biochemical eng

What is the nature of syntactic structure? Why do some languages have radically free word order ('nonconfigurationality')? Do parameters vary independently (the micro-view) or can they co-vary en masse (the macro-view)? Mirrors and Microparameters examines these questions by looking beyond the definitional criterion of nonconfigurationality - that arguments may be freely ordered, omitted, and split. Drawing on data from Kiowa, a member of the largely undescribed Kiowa-Tanoan language family, the book reveals that classically nonconfigurational languages can nonetheless exhibit robustly configurational effects. Reconciling the cooccurrence of such freedom with such rigidity has major implications for the Principles and Parameters program. This approach to nonconfigurational languages challenges widespread assumptions of linguistic theory and throws light on the syntactic structures, ordering principles, and nature of parametrization that comprise Universal Grammar.

This introductory text explores the theory of graph spectra: a topic with applications across a wide range of subjects, including computer science, quantum chemistry and electrical engineering. The spectra examined here are those of the adjacency matrix, the Seidel matrix, the Laplacian, the normalized Laplacian and the signless Laplacian of a finite simple graph. The underlying theme of the book is the relation between the eigenvalues and structure of a graph. Designed as an introductory text for graduate students, or anyone using the theory of graph spectra, this self-contained treatment assumes only a little knowledge of graph theory and linear algebra. The authors include many developments in the field which arise as a result of rapidly expanding interest in the area. Exercises, spectral data and proofs of required results are also provided. The end-of-chapter notes serve as a practical guide to the extensive bibliography of over 500 items.

This introductory text explores the theory of graph spectra: a topic with applications across a wide range of subjects, including computer science, quantum chemistry and electrical engineering. The spectra examined here are those of the adjacency matrix, the Seidel matrix, the Laplacian, the normalized Laplacian and the signless Laplacian of a finite simple graph. The underlying theme of the book is the relation between the eigenvalues and structure of a graph. Designed as an introductory text for graduate students, or anyone using the theory of graph spectra, this self-contained treatment assumes only a little knowledge of graph theory and linear algebra. The authors include many developments in the field which arise as a result of rapidly expanding interest in the area. Exercises, spectral data and proofs of required results are also provided. The end-of-chapter notes serve as a practical guide to the extensive bibliography of over 500 items.

First published in 1985, Structure and Mobility was intended to be a sociological portrait of Marseille during the epochal changes of the nineteenth century. Working principally from marriage registers of the period, Professor Sewell brought together a vast range of evidence concerning patterns of residence, occupational recruitment, literacy, intermarriage, friendship, and occupational mobility for virtually every category of the population. From this data, Sewell was able to establish a systematic quantitative description of some of the most important social structures and social processes of nineteenth-century Marseille. Although deeply influenced by sociological methods and theories, the volume was written on the basis of readability and simplicity, and therefore has much to offer to the historian as well as the sociologist.

Qualitative Data Analysis provides a practical and accessible introduction of how to develop and apply strategies for the analysis of qualitative data by exploring the ways in which analysis is relat

If you are new to programming with C++ and are looking for a solid introduction, this is the book for you. Developed by computer science instructors, books in the "For the Absolute Beginner"? series

A no-nonsense introduction to software design using the Python programming language. Written for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. Some of the ideas students find most challenging, like recursion and object-oriented programming, are divided into a sequence of smaller steps and introduced over the course of several chapters. The focus is on the programming process, with special emphasis on debugging. The book includes a wide range of exercises, from short examples to substantial projects, so that students have ample opportunity to practise each new concept. Exercise solutions and code examples are available from thinkpython.com, along with Swampy, a suite of Python programs that is used in some of the exercises.

A no-nonsense introduction to software design using the Python programming language. Written for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. Some of the ideas students find most challenging, like recursion and object-oriented programming, are divided into a sequence of smaller steps and introduced over the course of several chapters. The focus is on the programming process, with special emphasis on debugging. The book includes a wide range of exercises, from short examples to substantial projects, so that students have ample opportunity to practise each new concept. Exercise solutions and code examples are available from thinkpython.com, along with Swampy, a suite of Python programs that is used in some of the exercises.

Provides information on using the Python programming language to write automated data processing and visualization applications.

Written by a team based at one of the world's leading centres for linguistic teaching and research, the second edition of this highly successful textbook offers a unified approach to language, viewed from a range of perspectives essential for students' understanding of the subject. Using clear explanations throughout, the book is divided into three main sections: sounds, words, and sentences. In each, the foundational concepts are introduced, along with their application to the fields of child language acquisition, psycholinguistics, language disorders, and sociolinguistics, giving the book a unique yet simple structure that helps students to engage with the subject more easily than other textbooks on the market. This edition includes a completely new section on sentence use, including an introduction and discussion of core areas of pragmatics and conversational analysis; coverage of sociolinguistic topics, introducing communities of practice; a wealth of new exercise material and upda

Written by a team based at one of the world's leading centres for linguistic teaching and research, the second edition of this highly successful textbook offers a unified approach to language, viewed from a range of perspectives essential for students' understanding of the subject. Using clear explanations throughout, the book is divided into three main sections: sounds, words, and sentences. In each, the foundational concepts are introduced, along with their application to the fields of child language acquisition, psycholinguistics, language disorders, and sociolinguistics, giving the book a unique yet simple structure that helps students to engage with the subject more easily than other textbooks on the market. This edition includes a completely new section on sentence use, including an introduction and discussion of core areas of pragmatics and conversational analysis; coverage of sociolinguistic topics, introducing communities of practice; a wealth of new exercise material and upda