Using Test Data for Student Achievement

Exponential random graph models (ERGMs) are increasingly applied to observed network data and are central to understanding social structure and network processes. The chapters in this edited volume provide a self-contained, exhaustive account of the theoretical and methodological underpinnings of ERGMs, including models for univariate, multivariate, bipartite, longitudinal and social-influence type ERGMs. Each method is applied in individual case studies illustrating how social science theories may be examined empirically using ERGMs. The authors supply the reader with sufficient detail to specify ERGMs, fit them to data with any of the available software packages and interpret the results.

The Programme for International Student Assessment (PISA) is an important part of the OECD's Indicator Programme. It collects data and provides comparative indicators of education systems in OECD memb

Aimed at graduates and researchers, and requiring only a basic knowledge of multi-variable calculus, this introduction to computer-based partial differential equation (PDE) modeling provides readers with the practical methods necessary to develop and use PDE mathematical models in biomedical engineering. Taking an applied approach, rather than using abstract mathematics, the reader is instructed through six biomedical example applications, each example characterized by step-by-step discussions of established numerical methods and implemented in reliable computer routines. Adopting this technique, the reader will understand how PDE models are formulated, implemented and tested. Supported by a set of rigorously tested general purpose PDE routines online, and with enhanced understanding through animations, this book will be ideal for anyone faced with interpreting large experimental data sets that need to be analyzed with PDE models in biomedical engineering.

Raising student achievement by raising teacher quality—a "radical" approachPublic schools face the challenge of educating large numbers of students for whom learning does not come easily. They are ins

Where do dialects differ from Standard English, and why are they so remarkably resilient? This study argues that commonly used verbs that deviate from Standard English for the most part have a long pedigree. Analysing the language use of over 120 dialect speakers, Lieselotte Anderwald demonstrates that not only are speakers justified historically in using these verbs, systematically these non-standard forms actually make more sense. By constituting a simpler system, they are generally more economical than their Standard English counterparts. Drawing on data collected from the Freiburg English Dialect Corpus (FRED), this innovative and engaging study will be of great interest to students and researchers of English language and linguistics, morphology and syntax.

?This book is about how teachers can use classroom mathematics tasks to support student learning, and presents data on the ways in which teachers used those tasks in a particular research project. It

Using a wealth of material including interviews, official documents, and student writings, the authors recount the rise of newly independent states in postwar Malaya and Singapore through the engag

With the growing complexity of personal mobile communication systems demanding higher data-rates and high levels of integration using low-cost CMOS technology, overall system performance has become mo

Many statistical innovations are linked to applications in food science. For example, the student t-test (a statistical method) was developed to monitor the quality of stout at the Guinness Brewery an

As pillars of the post-1945 international economic system, the International Monetary Fund (IMF) and the World Bank are central to global economic policy debates. This book examines policy change at the IMF and the World Bank, providing a constructivist account of how and why they take up ideas and translate them into policy, creating what we call 'policy norms'. The authors compare processes of policy emergence and change and, using archival and interview data, analyse nine policy areas including gender, debt relief, and tax and pension reform. Each chapter traces the policy norm process in order to shed light on the main sources and mechanisms for norm change within international organizations. Owning Development details the strength of these policy norms which emerge, then either stabilize or decline. The book establishes valuable insights into the strength of current development policies propounded by international organizations and the possibility for change.

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.

Modern astronomical research is beset with a vast range of statistical challenges, ranging from reducing data from megadatasets to characterizing an amazing variety of variable celestial objects or testing astrophysical theory. Linking astronomy to the world of modern statistics, this volume is a unique resource, introducing astronomers to advanced statistics through ready-to-use code in the public domain R statistical software environment. The book presents fundamental results of probability theory and statistical inference, before exploring several fields of applied statistics, such as data smoothing, regression, multivariate analysis and classification, treatment of nondetections, time series analysis, and spatial point processes. It applies the methods discussed to contemporary astronomical research datasets using the R statistical software, making it invaluable for graduate students and researchers facing complex data analysis tasks. A link to the author's website for this book ca

This book tracks the development of social complexity in Ireland from the late prehistoric period on into the Middle Ages. Using a range of methods and techniques, particularly data from settlement patterns, Blair Gibson demonstrates how Ireland evolved from constellations of chiefdoms into a political entity bearing the characteristics of a rudimentary state. This book argues that early medieval Ireland's highly complex political systems should be viewed as amalgams of chiefdoms with democratic procedures for choosing leaders rather than kingdoms. Gibson explores how these chiefdom confederacies eventually transformed into recognizable states over a period of 1,400 years.

This textbook presents the chemistry of the environment using the full strength of physical, inorganic and organic chemistry, in addition to the necessary mathematics and physics. It provides a broad yet thorough description of the environment and the environmental impact of human activity using scientific principles. It gives an accessible account while paying attention to the fundamental basis of the science, showing derivations of formulas and giving primary references and historical insight. The authors make consistent use of professionally accepted nomenclature (IUPAC and SI), allowing transparent access to the material by students and scientists from other fields. This textbook has been developed through many years of feedback from students and colleagues. It includes more than 400 online student exercises that have been class tested and refined. The book will be invaluable in environmental chemistry courses for advanced undergraduate and graduate students and professionals in ch

This textbook presents the chemistry of the environment using the full strength of physical, inorganic and organic chemistry, in addition to the necessary mathematics and physics. It provides a broad yet thorough description of the environment and the environmental impact of human activity using scientific principles. It gives an accessible account while paying attention to the fundamental basis of the science, showing derivations of formulas and giving primary references and historical insight. The authors make consistent use of professionally accepted nomenclature (IUPAC and SI), allowing transparent access to the material by students and scientists from other fields. This textbook has been developed through many years of feedback from students and colleagues. It includes more than 400 online student exercises that have been class tested and refined. The book will be invaluable in environmental chemistry courses for advanced undergraduate and graduate students and professionals in ch

Explaining Long-Term Trends in Health and Longevity is a collection of essays by Nobel laureate Robert W. Fogel on the theory and measurement of ageing and health-related variables. Dr Fogel analyzes historic data on height, health, nutrition and life expectation to provide a clearer understanding of the past, illustrate the costs and benefits of using such measures and note the difficulties of drawing conclusions from data intended for different purposes. Dr Fogel explains how the basic findings of the anthropometric approach to historical analysis have helped reinterpret the nature of economic growth. Rising life expectancies and lower disease rates in countries experiencing economic growth highlight the importance of improving nutrition and agricultural productivity.

Explaining Long-Term Trends in Health and Longevity is a collection of essays by Nobel laureate Robert W. Fogel on the theory and measurement of ageing and health-related variables. Dr Fogel analyzes historic data on height, health, nutrition and life expectation to provide a clearer understanding of the past, illustrate the costs and benefits of using such measures and note the difficulties of drawing conclusions from data intended for different purposes. Dr Fogel explains how the basic findings of the anthropometric approach to historical analysis have helped reinterpret the nature of economic growth. Rising life expectancies and lower disease rates in countries experiencing economic growth highlight the importance of improving nutrition and agricultural productivity.

Base stations developed according to the 3GPP Long Term Evolution (LTE) standard require unprecedented processing power. 3GPP LTE enables data rates beyond hundreds of Mbits/s by using advanced techno

The book describes and discusses the numerical methods which are successfully being used for analysing ecological data, using a clear and comprehensive approach. These methods are derived from the fie

A keen student of theology, August Friedrich Gfrörer (1803–61) became professor of history at the University of Freiburg and also sat as a representative in the Frankfurt parliament, agitating for the reunification of Protestantism and Catholicism. This three-volume work, published in 1838, may be regarded as marking the modern period in the Christian study of Judaism. Gfrörer was the first scholar who attempted to recount the history of Palestinian Judaism at the time of Jesus by using primary source material and without pursuing an obvious apologetic or polemic agenda. More than 2,000 pages in length, the work is a formidable scholarly achievement of lasting value in the field of religious studies. Volume 1 accounts for first-century Jewish education and scholarship, and discusses the doctrine of revelation. The author also addresses the Jewish understanding of God and of spirits, angels and demons.

A keen student of theology, August Friedrich Gfrörer (1803–61) became professor of history at the University of Freiburg and also sat as a representative in the Frankfurt parliament, agitating for the reunification of Protestantism and Catholicism. This three-volume work, published in 1838, may be regarded as marking the modern period in the Christian study of Judaism. Gfrörer was the first scholar who attempted to recount the history of Palestinian Judaism at the time of Jesus by using primary source material and without pursuing an obvious apologetic or polemic agenda. More than 2,000 pages in length, the work is a formidable scholarly achievement of lasting value in the field of religious studies. Volume 2 discusses the authenticity and literary character of the Gospels of Matthew, Mark and Luke. According to Gfrörer, the Gospel of John has a distinct character which sets it apart from the other Gospels.

A keen student of theology, August Friedrich Gfrörer (1803–61) became professor of history at the University of Freiburg and also sat as a representative in the Frankfurt parliament, agitating for the reunification of Protestantism and Catholicism. This three-volume work, published in 1838, may be regarded as marking the modern period in the Christian study of Judaism. Gfrörer was the first scholar who attempted to recount the history of Palestinian Judaism at the time of Jesus by using primary source material and without pursuing an obvious apologetic or polemic agenda. More than 2,000 pages in length, the work is a formidable scholarly achievement of lasting value in the field of religious studies. Volume 3 is dedicated to an exploration of the Gospel of John. According to Gfrörer, the dogma of God's transcendence is fundamental to both Judaism and Christianity, as told in the Gospel of John.

Suggest ways in which science may be useful in everyday life, and provides advice on how to prepare for a test and how to remember the steps of the scientific method using mnemonics.

What is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, interpreting knowledge represented in databases or logic programs as relational data and discovering new knowledge by identifying hidden and defining new relations. After a brief introduction to representational issues, the author develops a relational language for abstract machine learning problems. He then uses this language to discuss traditional methods such as clustering and decision tree induction, before moving onto two previously underestimated topics that are just coming to the fore: rough set data analysis and inductive logic programming. Its clear and precise presentation is ideal for undergraduate computer science students. The book will also interest those who study artificial intelligence or machine learning at the graduate level. Exercises are provided and each concept is introduced using the same example domain, making it easier to compare the individual pro

What is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, interpreting knowledge represented in databases or logic programs as relational data and discovering new knowledge by identifying hidden and defining new relations. After a brief introduction to representational issues, the author develops a relational language for abstract machine learning problems. He then uses this language to discuss traditional methods such as clustering and decision tree induction, before moving onto two previously underestimated topics that are just coming to the fore: rough set data analysis and inductive logic programming. Its clear and precise presentation is ideal for undergraduate computer science students. The book will also interest those who study artificial intelligence or machine learning at the graduate level. Exercises are provided and each concept is introduced using the same example domain, making it easier to compare the individual pro

The problems of making inferences about the natural world from noisy observations and imperfect theories occur in almost all scientific disciplines. This 2006 book addresses these problems using examples taken from geophysical fluid dynamics. It focuses on discrete formulations, both static and time-varying, known variously as inverse, state estimation or data assimilation problems. Starting with fundamental algebraic and statistical ideas, the book guides the reader through a range of inference tools including the singular value decomposition, Gauss-Markov and minimum variance estimates, Kalman filters and related smoothers, and adjoint (Lagrange multiplier) methods. The final chapters discuss a variety of practical applications to geophysical flow problems. Discrete Inverse and State Estimation Problems is an ideal introduction to the topic for graduate students and researchers in oceanography, meteorology, climate dynamics, and geophysical fluid dynamics. It is also accessible to a

With the arrival of genomics and genome sequencing projects, biology has been transformed into an incredibly data-rich science. The vast amount of information generated has made computational analysis critical and has increased demand for skilled bioinformaticians. Designed for biologists without previous programming experience, this textbook provides a hands-on introduction to Unix, Perl and other tools used in sequence bioinformatics. Relevant biological topics are used throughout the book and are combined with practical bioinformatics examples, leading students through the process from biological problem to computational solution. All of the Perl scripts, sequence and database files used in the book are available for download at the accompanying website, allowing the reader to easily follow each example using their own computer. Programming examples are kept at an introductory level, avoiding complex mathematics that students often find daunting. The book demonstrates that even simp

With the arrival of genomics and genome sequencing projects, biology has been transformed into an incredibly data-rich science. The vast amount of information generated has made computational analysis critical and has increased demand for skilled bioinformaticians. Designed for biologists without previous programming experience, this textbook provides a hands-on introduction to Unix, Perl and other tools used in sequence bioinformatics. Relevant biological topics are used throughout the book and are combined with practical bioinformatics examples, leading students through the process from biological problem to computational solution. All of the Perl scripts, sequence and database files used in the book are available for download at the accompanying website, allowing the reader to easily follow each example using their own computer. Programming examples are kept at an introductory level, avoiding complex mathematics that students often find daunting. The book demonstrates that even simp

This book was first published in 2004. Under what conditions, in what ways, and with what effects do actors engage in politics with respect to, rather than merely within, political institutions? Using multiple methods and original data, Procedural Politics develops a theory of everyday politics with respect to rules - procedural politics - and applies it to European Union integration and politics. Assuming that actors influence maximizers, it argues and demonstrates that the jurisdiction ambiguity of issues provides opportunities for procedural politics and that influence-differences among institutional alternatives provide the incentives. It also argues and demonstrates that procedural politics occurs by predictable means (most notably, involving procedural coalition formation and strategic issue-definition) and exerts predictable effects on policymaking efficiency and outcomes and long-run institutional change. Beyond illuminating previously under-appreciated aspects of EU rule gover

China, like many authoritarian regimes, struggles with the tension between the need to foster economic development by empowering local officials and the regime's imperative to control them politically. Landry explores how the Chinese Communist Party (CCP) manages local officials in order to meet these goals and perpetuate an unusually decentralized authoritarian regime. Using unique data collected at the municipal, county, and village level, Landry examines in detail how the promotion mechanisms for local cadres have allowed the CCP to reward officials for the development of their localities without weakening political control. His research shows that the CCP's personnel management system is a key factor in explaining China's enduring authoritarianism and proves convincingly that decentralization and authoritarianism can work hand in hand.

Using the United States as a basis of comparison, this book makes extensive use of roll call data to explore patterns of legislative politics in Argentina, Brazil, Chile and Uruguay. It distinguishes among parties, factions, coalitions and delegations based on the extent to which they are unified in their voting and/or willing to form policy coalitions with other legislative 'agents'. It discusses the voting unity and ballot systems that allow voters to identify an agent, and describes the degree to which those agents have been flexible with regards to the formation of policy coalitions. It also shows that the US parties have exhibited higher levels of unity but less flexibility in recent years, and thus contrast the prevailing pattern in Latin America. The book focuses its explanation for the patterns on the role of candidate nominations, other aspects of the electoral system and the legislators' ideological alignments.

Filtering and system identification are powerful techniques for building models of complex systems. This 2007 book discusses the design of reliable numerical methods to retrieve missing information in models derived using these techniques. Emphasis is on the least squares approach as applied to the linear state-space model, and problems of increasing complexity are analyzed and solved within this framework, starting with the Kalman filter and concluding with the estimation of a full model, noise statistics and state estimator directly from the data. Key background topics, including linear matrix algebra and linear system theory, are covered, followed by different estimation and identification methods in the state-space model. With end-of-chapter exercises, MATLAB simulations and numerous illustrations, this book will appeal to graduate students and researchers in electrical, mechanical and aerospace engineering. It is also useful for practitioners. Additional resources for this title,

This report summarizes descriptive data on mental health systems in 14 countries of the WHO Eastern Mediterranean Region using the WHO Assessment Instrument for Mental Health Systems (WHO-AIMS). The c

In Learning Targets, Connie M. Moss and Susan M. Brookhart contend that improving student learning and achievement happens in the immediacy of an individual lesson -- what they call "today's lesson" -

Understanding damage and failure of composite materials is critical for reliable and cost-effective engineering design. Bringing together materials mechanics and modeling, this book provides a complete guide to damage, fatigue and failure of composite materials. Early chapters focus on the underlying principles governing composite damage, reviewing basic equations and mechanics theory, before describing mechanisms of damage such as cracking, breakage and buckling. In subsequent chapters, the physical mechanisms underlying the formation and progression of damage under mechanical loads are described with ample experimental data, and micro- and macro-level damage models are combined. Finally, fatigue of composite materials is discussed using fatigue-life diagrams. While there is a special emphasis on polymer matrix composites, metal and ceramic matrix composites are also described. Outlining methods for more reliable design of composite structures, this is a valuable resource for engineer

This professional development resource for teachers is intended as a tool to help improve student success and achievement in mathematics. The Common Core State Standards (CCSS) for mathematical practi

Proper conduct of monetary policy requires understanding the monetary transmission mechanism, to monitor the economy, make decisions on the stance of policy, and explain the policy actions to the public. Hence, gathering evidence on the monetary transmission mechanism in the euro area has been a priority for the Eurosystem. This 2003 book presents the results of a multi-year collaborative project conducted by the European Central Bank and the other Eurosystem central banks. First, macro data are consistently investigated with both VARs and structural models for the area as a whole and for individual countries. Second, the book contains an unprecedented set of studies on the effects of monetary policy using bank and firm panel data. The results described in country case studies and overview essays by central bank economists, along with a discussion chapter by eminent academics, provide an essential contribution to research on the subject.

Measuring the performance of public agencies and programmes is essential to ensure that citizens enjoy quality services and that governments can be sure that taxpayers receive value for money. As such, good performance measurement is a crucial component of improvement and planning, monitoring and control, comparison and benchmarking and also ensures democratic accountability. This book shows how the principles, uses and practice of performance measurement for public services differ from those in for-profit organisations, being based on the need to add public value rather than profit. It describes methods and approaches for measuring performance through time, for constructing and using scorecards, composite indicators, the use of league tables and rankings and argues that data-envelopment analysis is a useful tool when thinking about performance. This demonstrates the importance of allowing for the multidimensional nature of performance, as well as the need to base measurement on a soun

This book gives a structured account of Egypt's transition from Ptolemaic to Roman rule by identifying key relationships between ecology, land tenure, taxation, administration and politics. It introduces theoretical perspectives from the social sciences and subjects them to empirical scrutiny using data from Greek and Demotic papyri as well as comparative evidence. Although building on recent scholarship, it offers some provocative arguments that challenge prevailing views. For example, patterns of land ownership are linked to population density and are seen as one aspect of continuity between the Ptolemaic and Roman period. Fiscal reform, by contrast, emerges as a significant mechanism of change not only in the agrarian economy but also in the administrative system and the whole social structure. Anyone seeking to understand the impact of Roman rule in the Hellenistic east must consider the well-attested processes in Egypt that this book seeks to explain.

Statistics for Sport and Exercise Studies guides the student through the full research process, from selecting the most appropriate statistical procedure, to analysing data, to the presentation of res