Practical Data Processing and Analysis Using R

An indispensable resource for anyone who uses the International Building Code? (IBC), this book offers a comprehensive yet practical analysis of the critical changes made between the 2006 and 2009 ed

This book is a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The treatment of exact algorithms covers the main inference paradigms based on elimination and conditioning and includes advanced methods for compiling Bayesian networks, time-space tradeoffs, and exploiting local structure of massively connected networks. The treatment of approximate algorithms covers the main inference paradigms based on sampling and optimization and includes influential algorithms such as importance sampling, MCMC, and belief propagation. The author assumes very little background on the covered subjects, supplying

Text-to-Speech Synthesis provides a complete, end-to-end account of the process of generating speech by computer. Giving an in-depth explanation of all aspects of current speech synthesis technology, it assumes no specialised prior knowledge. Introductory chapters on linguistics, phonetics, signal processing and speech signals lay the foundation, with subsequent material explaining how this knowledge is put to use in building practical systems that generate speech. Including coverage of the very latest techniques such as unit selection, hidden Markov model synthesis, and statistical text analysis, explanations of the more traditional techniques such as format synthesis and synthesis by rule are also provided. Weaving together the various strands of this multidisciplinary field, the book is designed for graduate students in electrical engineering, computer science, and linguistics. It is also an ideal reference for practitioners in the fields of human communication interaction and telep

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

Using the guiding principle of balance, Working in Groups provides readers with practical strategies, built on theory and research, for communicating and working successfully in groups. Looking

Using mathematical tools from number theory and finite fields, Applied Algebra: Codes, Ciphers, and Discrete Algorithms, Second Edition presents practical methods for solving problems in data security

Label-free biosensors are devices that use biological or chemical receptors to detect analytes (molecules) in a sample. They give detailed information on the selectivity, affinity, and, in many cases, also the binding kinetics and thermodynamics of an interaction. Although they can be powerful tools in the hands of a skilled user, there is often a lack of knowledge of the best methods for using label-free assays to screen for biologically active molecules and accurately and precisely characterize molecular recognition events. This book reviews both established and newer label-free techniques giving both the expert user and the general reader interested in the technologies and applications behind label-free an insight into the field from expert opinion leaders and practitioners of the technologies. Most importantly, chapters contain worked examples from leaders in the field that take the reader through the basics of experimental design, setup, assay development, and data analysis.

Label-free biosensors are devices that use biological or chemical receptors to detect analytes (molecules) in a sample. They give detailed information on the selectivity, affinity, and, in many cases, also the binding kinetics and thermodynamics of an interaction. Although they can be powerful tools in the hands of a skilled user, there is often a lack of knowledge of the best methods for using label-free assays to screen for biologically active molecules and accurately and precisely characterize molecular recognition events. This book reviews both established and newer label-free techniques giving both the expert user and the general reader interested in the technologies and applications behind label-free an insight into the field from expert opinion leaders and practitioners of the technologies. Most importantly, chapters contain worked examples from leaders in the field that take the reader through the basics of experimental design, setup, assay development, and data analysis.

This collection of papers by leading researchers in their respective fields contains contributions showing the use of the maximum entropy method in many of the fields in which it finds application. In the physical, mathematical and biological sciences it is often necessary to make inferences based on insufficient data. The problem of choosing one among the many possible conclusions or models which are compatible with the data may be resolved in a variety of ways. A particularly appealing method is to choose the solution which maximizes entropy in the sense that the conclusion or model honours the observed data but implies no further assumptions not warranted by the data. The maximum entropy principle has been growing in importance and acceptance in many fields, perhaps most notably statistical physics, astronomy, geophysics, signal processing, image analysis and physical chemistry. The papers included in this volume touch on most of the current areas of research activity and applicatio

This book studies the impact of corporate planning and implementation procedures on the level of corporate capital investment. It stands among the few studies within the behavioural economics tradition that employ direct examination of corporate decision processes to address variables of central concern in conventional economics. In addition, by using a combination of qualitative data from interviews and corporate documents along with econometric analysis of corporate plans and actual outcomes, the study makes a substantial methodological advance. Along with the methodological advance comes a different conception of the determinants of corporate capital investment. The findings of this study have implications for research and practice in economics, corporate strategy and public policy. As such, Corporate Capital Investment will be of interest to scholars and practitioners of all disciplines who are seriously concerned with corporate capital investment.

This guidebook offers a practical overview for collecting data, understanding the underlying factors of challenging behaviors, and using evidence-based interventions to correct common classroom probl

This guidebook offers a practical overview for collecting data, understanding the underlying factors of challenging behaviors, and using evidence-based interventions to correct common classroom probl

Emission lines provide a powerful tool to study the physical properties and chemical compositions of astrophysical objects in the Universe, from the first stars to objects in our galaxy. The analysis of emission lines allows us to estimate the star formation rate and initial mass function of ionizing stellar populations, and the properties of active galactic nuclei. This book presents lectures from the eighteenth Winter School of the Canary Islands Astrophysics Institute (IAC), devoted to emission lines and the astrophysical objects that produce them. Written by prestigious researchers and experienced observers, it covers the formation of emission lines and the different sources that produce them. It shows how emission lines in different wavelengths, from ultraviolet to near infrared, can provide essential information on understanding the formation and evolution of astrophysical objects. It also includes practical tutorials for data reduction, making this a valuable reference for resea

Dr Cohn provides an in-depth and comprehensive analysis of the economic history of European immigration to the antebellum United States, using and evaluating the available data as well as presenting fresh data. This analysis centers on immigration from the three most important source countries - Ireland, Germany, and Great Britain - and examines the volume of immigration, how many individuals came from each country during the antebellum period, and why those numbers increased. The book also analyzes where they came from within each country; who chose to immigrate; the immigrants' trip to the United States, including estimates of mortality on the Atlantic crossing; the jobs obtained in the United States by the immigrants, along with their geographic location; and the economic effects of immigration on both the immigrants and the antebellum United States. No other book examines so many different economic aspects of antebellum immigration.

These two volumes provide a comprehensive guide and source book on the marine use of composite materials. The first volume, Fundamental Aspects, provides a rigourous development of theory. Areas covered include materials science, environmental aspects, production technology, structural analysis, finite-element methods, materials failure mechanisms and the role of standard test procedures. An appendix gives tables of the mechanical properties of common polymeric composites and laminates in marine use. The second volume, Practical Considerations, examines how the theory can be used in the design and construction of marine structures, including boats, submersibles, offshore structures and other deep-ocean installations. These volumes will provide an up-to-date comprehensive introduction and reference to this important and fast-growing area.

Over the past three decades the effects of globalization and denationalization have created a division between 'winners' and 'losers' in Western Europe. This study examines the transformation of party political systems in six countries (Austria, France, Germany, the Netherlands, Switzerland and the UK) using opinion surveys, as well as newly collected data on election campaigns. The authors argue that, as a result of structural transformations and the strategic repositioning of political parties, Europe has observed the emergence of a tripolar configuration of political power, comprising the left, the moderate right, and the new populist right. They suggest that, through an emphasis on cultural issues such as mass immigration and resistance to European integration, the traditional focus of political debate - the economy - has been downplayed or reinterpreted in terms of this new political cleavage. This new analysis of Western European politics will interest all students of European po

Over the past three decades the effects of globalization and denationalization have created a division between 'winners' and 'losers' in Western Europe. This study examines the transformation of party political systems in six countries (Austria, France, Germany, the Netherlands, Switzerland and the UK) using opinion surveys, as well as newly collected data on election campaigns. The authors argue that, as a result of structural transformations and the strategic repositioning of political parties, Europe has observed the emergence of a tripolar configuration of political power, comprising the left, the moderate right, and the new populist right. They suggest that, through an emphasis on cultural issues such as mass immigration and resistance to European integration, the traditional focus of political debate - the economy - has been downplayed or reinterpreted in terms of this new political cleavage. This new analysis of Western European politics will interest all students of European po

“Long a secret weapon for the hedge-fund elite,” says Trader Monthly, the DeMark Indicators are now used by more than 35,000 traders. This book provides an easy-to-follow system for using the indicators to identify market turns as they happen.Author Jason Perl gives a concise introduction to thirty-nine of the DeMark Indicators, and then shows how to combine the indicators and time frames to achieve a higher probability of trading success. Thomas R. DeMark, the creator of the DeMark Indicators and one of the most well-respected practitioners of technical analysis wrote the Foreword to this book. This is the second book in the Bloomberg Market Essentials™: Technical Analysis series, which covers the key elements of the most widely used technical analysis tools. Silver Medal Winner, Investing Category, Axiom Business Book Awards (2009)Winner: Book Series Cover Design, The Bookbinders Guild of New York/2009 New York Book Show Awards

Families in Asia provides a unique sociological analysis of family trends in Asia. Stella R. Quah uses demographic and survey data, personal interviews and case studies from China, Hong Kong, Japan, S

Families in Asia provides a unique sociological analysis of family trends in Asia.Stella R. Quah uses demographic and survey data, personal interviews and case studies from China, Hong Kong, Japan, So

This book argues that military education was an important institution in the development of the southern middle class as a regional group and as part of the national middle class in the late antebellum years. It explores class formation, professionalization, and social mobility in the 1840s and 1850s, using this data to define the middle class on a national level, while also identifying regionally specific characteristics of the emerging southern middle class. Green argues that the significance of antebellum military education is, first, that it illuminates the emerging southern middle class, a group difficult to locate and differentiate; second, it offered social stability or mobility; finally, it explicitly linked middle-class stability or mobility to the ongoing national professionalization of teachers. Ultimately, these schools demonstrate that educational opportunity and reform took place in the antebellum South and that schooling aided southerners in social mobility.

This book examines in detail the process of change in 240 city, county and state public bureaucracies responsible for local finance administration. Using the longitudinal method of analysis, the data show organizational structures to be much less stable than conventional stereotypes have suggested. Variables such as organizational leadership, claims to domain, and survival (as opposed to replacement or reorganization) were found to mediate environmental effects on bureaucracies. The book also discusses traditional theories of bureaucracy, theories emphasizing the importance of environment for organizational theory is possible. The concluding chapter draws extensive theoretical implications from the empirical findings of the study.

Wireless networks are under constant pressure to provide ever higher data rates to increasing numbers of users with greater reliability. Space-time processing technology, which uses multiple antennas and sophisticated signal processing techniques, is a powerful new tool for improving system performance. The technology already features in the UMTS and CDMA2000 mobile standards. This book is an accessible introduction to the theory of space-time wireless communications. The authors discuss the basics of space-time propagation, space-time channels, channel capacity, spatial diversity and space-time coding. They highlight important trade-offs in the design of practical systems and cover advanced topics such as space-time OFDM and spread-spectrum modulation, co-channel interference cancellation, and multiuser MIMO. The book is an ideal introduction to this rapidly growing field for graduate students taking courses on wireless communications and for practitioners in the wireless industry. Ho

Two-dimensional wavelets offer a number of advantages over discrete wavelet transforms when processing rapidly varying functions and signals. In particular, they offer benefits for real-time applications such as medical imaging, fluid dynamics, shape recognition, image enhancement and target tracking. This book introduces the reader to 2-D wavelets via 1-D continuous wavelet transforms, and includes a long list of useful applications. The authors then describe in detail the underlying mathematics before moving on to more advanced topics such as matrix geometry of wavelet analysis, three-dimensional wavelets and wavelets on a sphere. Throughout the book, practical applications and illustrative examples are used extensively, ensuring the book's value to engineers, physicists and mathematicians alike.

Space-time coding is a technique that promises greatly improved performance in wireless networks by using multiple antennas at the transmitter and receiver. Space-Time Block Coding for Wireless Communications, first published in 2003, is an introduction to the theory of this technology. The authors develop the topic using a unified framework and cover a variety of topics ranging from information theory to performance analysis and space-time coding methods for both flat and frequency-selective fading multiple-antenna channels. The authors concentrate on key principles rather than specific practical applications, and present the material in a concise and accessible manner. Their treatment reviews the fundamental aspects of multiple-input, multiple-output communication theory, and guides the reader through a number of topics at the forefront of research and development. The book includes homework exercises and is aimed at graduate students and researchers working on wireless communication

The past few years have witnessed significant developments in algebraic coding theory. This book provides an advanced treatment of the subject from an engineering perspective, covering the basic principles and their application in communications and signal processing. Emphasis is on codes defined on the line, on the plane, and on curves, with the core ideas presented using commutative algebra and computational algebraic geometry made accessible using the Fourier transform. Starting with codes defined on a line, a background framework is established upon which the later chapters concerning codes on planes, and on curves, are developed. The decoding algorithms are developed using the standard engineering approach applied to those of Reed-Solomon codes, enabling them to be evaluated against practical applications. Integrating recent developments in the field into the classical treatment of algebraic coding, this is an invaluable resource for graduate students and researchers in telecommun

The Barnett Graphs & Models series in college algebra and precalculus maximizes student comprehension by emphasizing computational skills, real-world data analysis and modeling, and problem solvin

The renowned communications theorist Robert Gallager brings his lucid writing style to the study of the fundamental system aspects of digital communication for a one-semester course for graduate students. With the clarity and insight that have characterized his teaching and earlier textbooks, he develops a simple framework and then combines this with careful proofs to help the reader understand modern systems and simplified models in an intuitive yet precise way. A strong narrative and links between theory and practice reinforce this concise, practical presentation. The book begins with data compression for arbitrary sources. Gallager then describes how to modulate the resulting binary data for transmission over wires, cables, optical fibers, and wireless channels. Analysis and intuitive interpretations are developed for channel noise models, followed by coverage of the principles of detection, coding, and decoding. The various concepts covered are brought together in a description of

Typical texts develop students' knowledge while only minimally developing the general skills they will need for success in school and in life. The goal of our text is to assist students in acquiring the most important skills for facing the diverse challenges life presents. The book contains an overview of theories of intelligence, but itself is based in large part on a theory according to which individuals need creative skills to generate new ideas and a vision for the future, analytical skills to make sure that the vision is a good one, and practical skills to execute the ideas and to persuade other people of their value. The book considers key skills in problem solving, logical reasoning, analysis of arguments, knowledge acquisition, creative and practical thinking, automatizing information processing, and avoiding life traps that derail even the most intelligent among us.

Using region as a category of analysis, this pioneering collection explores the reciprocal relationship between Latinas and location. In highlighting the multiple ways in which Latinas grapple with t

"Ponder and Lindberg provides a breathtaking overview of the evolutionary history of the Mollusca, effectively melding information from anatomy, ecology, genomics, and paleobiology to explore the depths of molluscan phylogeny. Its outstanding success is due to thoughtful planning, focused complementary contributions from 36 expert authors, and careful editing. This volume is a must for malacologists."--Bruce Runnegar, Department of Earth and Space Sciences, University of California, Los Angeles"Our understanding of the phylogeny and evolutionary history of the mollusca has been revolutionized over the past two decades through new molecular data and analysis, and reinvestigation of morphological characters. In this volume Ponder, Lindberg, and their colleagues do a wonderful job of integrating this work to provide new perspectives on the relationships of the major molluscan clades, their evolutionary dynamics, and their history. Particularly timely is the coverage of molluscan evo-devo

Typical texts develop students' knowledge while only minimally developing the general skills they will need for success in school and in life. The goal of our text is to assist students in acquiring the most important skills for facing the diverse challenges life presents. The book contains an overview of theories of intelligence, but itself is based in large part on a theory according to which individuals need creative skills to generate new ideas and a vision for the future, analytical skills to make sure that the vision is a good one, and practical skills to execute the ideas and to persuade other people of their value. The book considers key skills in problem solving, logical reasoning, analysis of arguments, knowledge acquisition, creative and practical thinking, automatizing information processing, and avoiding life traps that derail even the most intelligent among us.

This book focuses on the mathematical analysis and design of analog signal processing using a “just in time” approach — new ideas and topics relevant to the narrative are introduced only when needed,

Using cultural proficiency as a lens, the authors guide educators through the process of gathering and analyzing data to meet the needs of historically underserved students.

The Barnett Graphs & Models series in college algebra and precalculus maximizes student comprehension by emphasizing computational skills, real-world data analysis and modeling, and problem solvin

本書分為三部分，從介紹會計理論知識基礎開始，以ERP軟件的使用作為鋪墊，以SAP R/3(Systems，Application and Products in Data Processing)財務會計入門理論與操作引導為主，以SAP Business One、用友U8和金蝶K/3軟件的相關財務會計入門理論與操作為輔，從基礎設置、主數據維護、業務操作三大方面貫穿總賬、往來業務管理和資金管理的主線，

Language and Sexual Identity demonstrates how gay men and lesbians employ language for the creation of a situated identity. Real linguistic data is analysed using textual analysis, spoken language ana

The wool market was extremely important to the English medieval economy and wool dominated the English export trade from the late-thirteenth century to its decline in the late-fifteenth century. Wool was at the forefront of the establishment of England as a European political and economic power and this volume was the first study of the medieval wool market in over 20 years. It investigates in detail the scale and scope of advance contracts for the sale of wool; the majority of these agreements were formed between English monasteries and Italian merchants, and the book focuses on the data contained within them. The pricing structures and market efficiency of the agreements are examined, employing practices from modern finance. A detailed case study of the impact of entering into such agreements on medieval English monasteries is also presented, using the example of Pipewell Abbey in Northamptonshire.

Published in association with the British Association of Sport and Exercise Sciences, this is the only up-to-date, practical guide to using the range of biomechanics movement analysis machines, equipm

This text in ABL’s new Educational Leadership series from Peabody College covers historical and current trends in leadership in a very practical way, using cases and a problem-solving approach as vehi