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Applied Survey Data Analysis (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
by Brady T. West Patricia A. Berglund Steven G. HeeringaHighly recommended by the Journal of Official Statistics, The American Statistician, and other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software. Designed for readers working in a wide array of disciplines who use survey data in their work, this book continues to provide a useful framework for integrating more in-depth studies of the theory and methods of survey data analysis. An example-driven guide to the applied statistical analysis and interpretation of survey data, the second edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also continue to offer SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software code for replicating the examples on the book’s updated website.
Applied Survey Data Analysis (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
by Brady T. West Patricia A. Berglund Steve G. HeeringaHighly recommended by the Journal of Official Statistics, The American Statistician, and other top statistical journals, Applied Survey Data Analysis, Third Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first and second editions, this third edition further expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software procedures.New to the Third Edition: Applied Bayesian methods for the analysis of complex sample survey data using available software implementing these methods State-of-the-art methods and software for the analysis of survey data collected from non-probability samples Software for modern applications of machine learning techniques to complex sample survey data A completely revamped website providing code for replicating all the analyses illustrated in the book using Stata, SAS, SPSS, R, Mplus, SUDAAN, WesVar, and IVEware New end-of-chapter exercises, allowing for practice implementing the methods, including Bayesian analysis exercises Updated summaries of the newest literature on the analysis of survey data collected from complex samples An updated review of software packages currently available for the analysis of complex sample survey data Designed for readers working in a wide array of disciplines who conduct secondary analyses of survey data as part of their applied work, this book continues to provide a practical and accessible guide to the analysis of survey data. Continuing to use an example-driven approach to clearly illustrate analysis methods and software, the third edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also offer the newest code for replicating the examples in other popular software packages on the book’s revamped website.
Applied Survey Sampling
by Johnny Blair Edward BlairWritten for students and researchers who wish to understand the conceptual and practical aspects of sampling, this book is designed to be accessible without requiring advanced statistical training. It covers a wide range of topics, from the basics of sampling to special topics such as sampling rare populations, sampling organizational populations, and sampling visitors to a place. Using cases and examples to illustrate sampling principles and procedures, the book thoroughly covers the fundamentals of modern survey sampling, and addresses recent changes in the survey environment such as declining response rates, the rise of Internet surveys, the need to accommodate cell phones in telephone surveys, and emerging uses of social media and big data.
Applied Survey Sampling
by Johnny Blair Edward BlairWritten for students and researchers who wish to understand the conceptual and practical aspects of sampling, this book is designed to be accessible without requiring advanced statistical training. It covers a wide range of topics, from the basics of sampling to special topics such as sampling rare populations, sampling organizational populations, and sampling visitors to a place. Using cases and examples to illustrate sampling principles and procedures, the book thoroughly covers the fundamentals of modern survey sampling, and addresses recent changes in the survey environment such as declining response rates, the rise of Internet surveys, the need to accommodate cell phones in telephone surveys, and emerging uses of social media and big data.
Applied Survival Analysis
by Susanne May Stanley Lemeshow David W. Hosmer Jr.THE MOST PRACTICAL, UP-TO-DATE GUIDE TO MODELLING AND ANALYZING TIME-TO-EVENT DATA--NOW IN A VALUABLE NEW EDITIONSince publication of the first edition nearly a decade ago, analyses using time-to-event methods have increase considerably in all areas of scientific inquiry mainly as a result of model-building methods available in modern statistical software packages. However, there has been minimal coverage in the available literature to9 guide researchers, practitioners, and students who wish to apply these methods to health-related areas of study. Applied Survival Analysis, Second Edition provides a comprehensive and up-to-date introduction to regression modeling for time-to-event data in medical, epidemiological, biostatistical, and other health-related research.This book places a unique emphasis on the practical and contemporary applications of regression modeling rather than the mathematical theory. It offers a clear and accessible presentation of modern modeling techniques supplemented with real-world examples and case studies. Key topics covered include: variable selection, identification of the scale of continuous covariates, the role of interactions in the model, assessment of fit and model assumptions, regression diagnostics, recurrent event models, frailty models, additive models, competing risk models, and missing data.Features of the Second Edition include:Expanded coverage of interactions and the covariate-adjusted survival functionsThe use of the Worchester Heart Attack Study as the main modeling data set for illustrating discussed concepts and techniquesNew discussion of variable selection with multivariable fractional polynomialsFurther exploration of time-varying covariates, complex with examplesAdditional treatment of the exponential, Weibull, and log-logistic parametric regression modelsIncreased emphasis on interpreting and using results as well as utilizing multiple imputation methods to analyze data with missing valuesNew examples and exercises at the end of each chapterAnalyses throughout the text are performed using Stata® Version 9, and an accompanying FTP site contains the data sets used in the book. Applied Survival Analysis, Second Edition is an ideal book for graduate-level courses in biostatistics, statistics, and epidemiologic methods. It also serves as a valuable reference for practitioners and researchers in any health-related field or for professionals in insurance and government.
Applied Survival Analysis Using R (Use R!)
by Dirk F. MooreApplied Survival Analysis Using R covers the main principles of survival analysis, gives examples of how it is applied, and teaches how to put those principles to use to analyze data using R as a vehicle. Survival data, where the primary outcome is time to a specific event, arise in many areas of biomedical research, including clinical trials, epidemiological studies, and studies of animals. Many survival methods are extensions of techniques used in linear regression and categorical data, while other aspects of this field are unique to survival data. This text employs numerous actual examples to illustrate survival curve estimation, comparison of survivals of different groups, proper accounting for censoring and truncation, model variable selection, and residual analysis. Because explaining survival analysis requires more advanced mathematics than many other statistical topics, this book is organized with basic concepts and most frequently used procedures covered in earlier chapters, with more advanced topics near the end and in the appendices. A background in basic linear regression and categorical data analysis, as well as a basic knowledge of calculus and the R system, will help the reader to fully appreciate the information presented. Examples are simple and straightforward while still illustrating key points, shedding light on the application of survival analysis in a way that is useful for graduate students, researchers, and practitioners in biostatistics.
Applied Swarm Intelligence
by Yaniv AltshulerThis book provides a comprehensive analysis of the tools and techniques used today for designing and modeling of efficient and robust swarm-intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among others, the book reviews the use of the swarm intelligence paradigm in financial investment, blockchain protocols design, shared transportation systems, communication networks, bioinformatics, and military applications. Theoretical and practical limitations of such systems, as well as trade-offs between the various economic and operational parameters of the systems, are discussed. The book is intended for researchers and engineers in the fields of swarm systems, economics, agriculture, nutrition, and operation research.
Applied System Innovation: Proceedings of the 2015 International Conference on Applied System Innovation (ICASI 2015), May 22-27, 2015, Osaka, Japan
by Teen-Hang Meen Stephen Prior Artde Donald LamThe 2015 International Conference on Applied System Innovation (ICASI 2015) was held May 22-27, 2015 in Osaka, Japan and provided a unified communication platform for researchers active in a wide range of research fields. Professionals from industry, academia and government were encouraged to discourse on research and development, professional practice, business and management in the information, innovation, communication and engineering fields. This conference enabled interdisciplinary collaboration between science and engineering technologists in the academic and industry fields as well as networking internationally. The conference received 1063 submitted papers, whereby 421 papers were selected by the committees to be presented at the ICASI 2015 conference. These papers were divided into 13 Regular Sessions and 13 Invited Sessions, and presented in several parallel sessions. The ICASI 2015 committees selected 226 excellent papers for publication in this proceedings volume, covering topics ranging from information technology, innovation design, communication science and engineering, industrial design, creative design, applied mathematics, computer science, design theory and cultural and creative research to electrical and electronic engineering, mechanical and automation engineering, green technology and architecture engineering and material science, among others.
Applied Systemic Studies (Lecture Notes in Networks and Systems #611)
by Henry Selvaraj Takayuki FujimotoThis book is a collection of a wide range of research papers that combine both the humanities and sciences in applied informatics. In particular, it is intended for readers interested in the fields of artificial intelligence, data science, virtual reality, and intelligent systems.Technologies and findings in artificial intelligence, data science, virtual reality, and intelligent systems are being used in all academic disciplines today. This book is a compilation of specific and advanced research findings from a wide range of research fields where they are being applied today. The papers included are based on those presented in August 2022 at the International Conference on Systems Engineering (ICSEng-Tokyo), a prestigious academic conference that has been held annually since 1974. The papers have been rigorously reviewed and selected by multiple peer reviewers.
Applied Systems Analysis: Science and Art of Solving Real-Life Problems (Advanced Research in Reliability and System Assurance Engineering)
by F. P. TarasenkoApplied Systems Analysis: Science and Art of Solving Real-Life Problems Subject Guide: Engineering – Industrial and Manufacturing Any activity is aimed at solving certain problems, which means transferring a system from an existing unsatisfactory problematic state to a desired state. The success or failure of the system depends on how its natural properties were implemented during the planning of improvement and intervention state. This book covers the theory and experience of successfully solving problems in a practical and general way. This book includes a general survey of modern systems analysis; offers several original results; presents the latest methodological and technological results of the theory of systems; introduces achievements; and discusses the transition from the ideology of the machine age to the ideology of the systems age. This book will be of interest to both professionals and academicians.
Applied Technologies: 4th International Conference, ICAT 2022, Quito, Ecuador, November 23–25, 2022, Revised Selected Papers, Part II (Communications in Computer and Information Science #1756)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Benjamin DurakovicThis three-volume set CCIS 1755-1757 constitutes the refereed proceedings of the 4th International Conference on Applied Technologies, ICAT 2022, held in Quito, Ecuador, in November 2022. The 112 full papers included in this book were carefully reviewed and selected from 415 submissions. They were organized in topical sections as follows: human computing and information science, IT financial and business management.
Applied Technologies: First International Conference, ICAT 2019, Quito, Ecuador, December 3–5, 2019, Proceedings, Part I (Communications in Computer and Information Science #1193)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Guillermo Pizarro Vásquez Benjamin DurakovicThis first volume of the three-volume set (CCIS 1193, CCIS 1194, and CCIS 1195) constitutes the refereed proceedings of the First International Conference on Applied Technologies, ICAT 2019, held in Quito, Ecuador, in December 2019. The 124 full papers were carefully reviewed and selected from 328 submissions. The papers are organized according to the following topics: technology trends; computing; intelligent systems; machine vision; security; communication; electronics; e-learning; e-government; e-participation.
Applied Technologies: First International Conference, ICAT 2019, Quito, Ecuador, December 3–5, 2019, Proceedings, Part II (Communications in Computer and Information Science #1194)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Guillermo Pizarro Vásquez Benjamin DurakovicThis second volume of the three-volume set (CCIS 1193, CCIS 1194, and CCIS 1195) constitutes the refereed proceedings of the First International Conference on Applied Technologies, ICAT 2019, held in Quito, Ecuador, in December 2019. The 124 full papers were carefully reviewed and selected from 328 submissions. The papers are organized according to the following topics: technology trends; computing; intelligent systems; machine vision; security; communication; electronics; e-learning; e-government; e-participation.
Applied Technologies: First International Conference, ICAT 2019, Quito, Ecuador, December 3–5, 2019, Proceedings, Part III (Communications in Computer and Information Science #1195)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Guillermo Pizarro Vásquez Benjamin DurakovicThis thirs volume of the three-volume set (CCIS 1193, 1194, 1195) constitutes the refereed proceedings of the First International Conference on Applied Technologies, ICAT 2019, held in Quito, Ecuador, in December 2019. The 124 full papers were carefully reviewed and selected from 328 submissions. The papers are organized according to the following topics: technology trends; computing; intelligent systems; machine vision; security; communication; electronics; e-learning; e-government; e-participation.
Applied Technologies: Second International Conference, ICAT 2020, Quito, Ecuador, December 2–4, 2020, Proceedings (Communications in Computer and Information Science #1388)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Oscar Camacho Danilo ChávezThis volume constitutes the refereed proceedings of the Second International Conference on Applied Technologies, ICAT 2020, held in Quito, Ecuador, in December 2020. Due to the COVID-19 pandemic the conference was held online. The 53 papers were carefully reviewed and selected from 145 submissions. The papers are organized according to the following topics: communication; computing; e-government and e-participation; e-learning; electronics; intelligent systems; machine vision; security; technology trends.
Applied Technologies: Third International Conference, ICAT 2021, Quito, Ecuador, October 27–29, 2021, Proceedings (Communications in Computer and Information Science #1535)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Benjamin DurakovicThis volume constitutes the refereed proceedings of the Third International Conference on Applied Technologies, ICAT 2021, held in Quito, Ecuador, in October 2021. The 40 papers were carefully reviewed and selected from 201 submissions. The papers are organized according to the following topics: communication; computing; e-government and e-participation; e-learning; electronics; general track; intelligent systems; machine vision; security; technology trends.
Applied Technologies: Third International Conference, Icat 2021, Quito, Ecuador, October 27-29, 2021, Proceedings (Communications In Computer And Information Science Series #1535)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Benjamin Durakovic<p>This volume constitutes the refereed proceedings of the Third International Conference on Applied Technologies, ICAT 2021, held in Quito, Ecuador, in October 2021.<p> <p>The 40 papers were carefully reviewed and selected from 201 submissions. The papers are organized according to the following topics: communication; computing; e-government and e-participation; e-learning; electronics; general track; intelligent systems; machine vision; security; technology trends.<p>
Applied Technologies: Third International Conference, Icat 2021, Quito, Ecuador, October 27-29, 2021, Proceedings (Communications In Computer And Information Science Series #1535)
by Miguel Botto-Tobar Marcelo Zambrano Vizuete Pablo Torres-Carrión Sergio Montes León Benjamin Durakovic<p>This volume constitutes the refereed proceedings of the Third International Conference on Applied Technologies, ICAT 2021, held in Quito, Ecuador, in October 2021.<p> <p>The 40 papers were carefully reviewed and selected from 201 submissions. The papers are organized according to the following topics: communication; computing; e-government and e-participation; e-learning; electronics; general track; intelligent systems; machine vision; security; technology trends.<p>
Applied Technology and Instrumentation for Process Control
by Douglas O. de SaApplied Technology and Instrumentation for Process Control presents the complex technologies of different manufacturing processes and the control instrumentation used. The large variety of processes prohibits covering more than a few. Carefully selected and diverse, but representative, examples show how fundamentally basic simpler elements or techn
Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning
by Tony Ojeda Benjamin Bengfort Rebecca BilbroFrom news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is through the creative application of text analytics. This practical book presents a data scientist’s approach to building language-aware products with applied machine learning.You’ll learn robust, repeatable, and scalable techniques for text analysis with Python, including contextual and linguistic feature engineering, vectorization, classification, topic modeling, entity resolution, graph analysis, and visual steering. By the end of the book, you’ll be equipped with practical methods to solve any number of complex real-world problems.Preprocess and vectorize text into high-dimensional feature representationsPerform document classification and topic modelingSteer the model selection process with visual diagnosticsExtract key phrases, named entities, and graph structures to reason about data in textBuild a dialog framework to enable chatbots and language-driven interactionUse Spark to scale processing power and neural networks to scale model complexity
Applied Theatre and Gender Justice: Imagination, Play, Movement (Applied Theatre in Context)
by Lisa S. Brenner Evelyn Diaz CruzApplied Theatre and Gender Justice is a collection of essays highlighting the value and efficacy of using applied theatre to address gender in a broad range of settings, identifying challenges, and offering concrete best practices.This book amplifies and shares lessons from practitioners and scholars who use performance to create models of collective solidarity, building upon communities’ strengths toward advocating for justice and equity. The book is divided into thematic sections, comprising three essays addressing a range of questions about the challenges, learning opportunities, and benefits of applied theatre practices. Further exploring the themes, issues, and ideas, each section ends with a moderated roundtable discussion between the essays' authors.Part of the series Applied Theatre in Context, Applied Theatre and Gender Justice, this book is an accessible and valuable resource for theatre practitioners and the growing number of theatre companies with education and community engagement programs. Additionally, it provides essential reading for teachers and students in a myriad of fields: education, theatre, civic engagement, criminal justice, sociology, women and gender studies, environmental studies, disability studies, and ethnicity and race studies.
Applied Theatre and Intercultural Dialogue: Playfully Approaching Difference (Palgrave Studies In Play, Performance, Learning, and Development)
by Elliot LefflerThis book examines applied theatre projects that bring together diverse groups and foster intercultural dialogue. Based on five case studies and informed by play theory, it argues that the playful elements of theatre processes nurture a unique intimacy among diverse people. However, this playful quality can also dampen explicit conversations about participants’ cultural differences, and defer an interrogation of people’s own entrenchment in systemic power imbalances. As a result, addressing these differences and imbalances in applied theatre contexts may require particular strategies.
Applied Theatre and Sexual Health Communication: Apertures of Possibility (Contemporary Performance InterActions)
by Katharine E. LowThis book analyses the partnership between applied theatre and sexual health communication in a theatre-making project in Nyanga, a township in South Africa. By examining the bridges and schisms between the two fields as they come together in the project, an alternative way of approaching sexual health communication is advocated. This alternative considers what it is that applied theatre does, and could become, in this context. Moments of value which lie around the margins of the practice emerge as opportunities that can be overlooked. These somewhat ephemeral, intangible moments, which appear on the edges, are described as ‘apertures of possibility’ and occur when one takes a step back and realises something unnoticed in the moment. This book offers an invitation to pause and notice the seemingly insignificant moments that often occurs tangentially to the practice. The book also calls for more outcry about sexual health and sexual violence, arguing for theatre-making as a route to multitudes of voices, nuanced understandings, and diverse spaces in which discussions of sexuality and sexual health are shared, felt, and experienced.
Applied Theatre and the Permacrisis: Ethics, Politics, Pedagogy and Aesthetics (Learning Through Theatre)
by Peter O'Connor Katy PérezResponding to the global state of permacrisis, this book explores the relationship between applied theatre and disaster.For millennia communities have learnt to live alongside disaster through their arts making. Building on the basis of this ancestral knowledge this book explores the current uses of applied theatre in times of constant crisis. Using a critical disaster studies lens, the authors recognise the role of governments and multinational businesses in profiteering from and manipulating for their own advantage the misery caused by disasters. Case studies of different stages of disaster, from risk reduction and disaster preparedness through to the almost inevitable resistance to failed government intervention, illustrate the possibilities and limitations of applied theatre and other art forms to navigate these times. Applied theatre is seen as a vital act of aesthetic and political hope.At a time of never-ending, overlapping disasters, this book will be important to researchers and postgraduate students working in applied theatre and disaster research in the social sciences. It will also appeal to applied arts practitioners who work in disaster zones and with relief organisations.
Applied Theatre and the Sustainable Development Goals: Crises, Collaboration, and Beyond (ISSN)
by Bobby Smith Taiwo Afolabi Abdul Karim HakibThis book is the first definitive publication to consider the intersections of applied theatre and the Sustainable Development Goals (SDGs) – a series of goals which have shaped development and social justice initiatives from 2015 to 2030.It brings together emerging and leading scholars and practitioners engaged in creative and community contexts globally. In so doing, the book offers critical insights to explore the convergences, complexities, and tensions of working within development frameworks, through theatre. Divided into three thematic areas, it maps out the ways in which applied theatre has related to the SDGs, examines issues with global collaborations, and, as 2030 approaches and the SDG era draws to a close, interrogates such practices, envisioning what the role of applied theatre might be in the post-SDG era. The book provokes reflection about this specific era of applied theatre and global development, as well as discussion regarding what comes next.This volume will be of importance to students, artists, scholars, practitioners, and policymakers working in applied theatre and the field of development.