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Book Synopsis Causal Inference by : Miquel A. Hernan
Download or read book Causal Inference written by Miquel A. Hernan and published by CRC Press. This book was released on 2019-07-07 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic data as well as software for replicating the analyses, the text provides a thorough introduction to the basics of the theory for non-time-varying treatments and the generalization to complex longitudinal data.
Author :Agency for Health Care Research and Quality (U.S.) Publisher :Government Printing Office ISBN 13 :1587634236 Total Pages :236 pages Book Rating :4.5/5 (876 download)
Book Synopsis Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide by : Agency for Health Care Research and Quality (U.S.)
Download or read book Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide written by Agency for Health Care Research and Quality (U.S.) and published by Government Printing Office. This book was released on 2013-02-21 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It explains how to (1) identify key considerations and best practices for research design; (2) build a protocol based on these standards and best practices; and (3) judge the adequacy and completeness of a protocol. Eleven chapters cover all aspects of research design, including: developing study objectives, defining and refining study questions, addressing the heterogeneity of treatment effect, characterizing exposure, selecting a comparator, defining and measuring outcomes, and identifying optimal data sources. Checklists of guidance and key considerations for protocols are provided at the end of each chapter. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews. More more information, please consult the Agency website: www.effectivehealthcare.ahrq.gov)
Download or read book Dags written by Debra Oswald and published by Dramatic Publishing. This book was released on 1987 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Novel 11, Book 18 written by Dag Solstad and published by New Directions Publishing. This book was released on 2021-06-01 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: A brilliant novel by the Norwegian master Dag Solstad Bjorn Hansen, a respectable town treasurer, has just turned fifty and is horrified by the thought that chance has ruled his life. Eighteen years ago he left his wife and their two-year-old son for his mistress, who persuaded him to start afresh in a small, provincial town and to devote himself to an amateur theater.In time that relationship also faded, and after four years of living alone Bjorn contemplates an extraordinary course of action that will change his life forever. He finds a fellow conspirator in Dr. Schiotz, who has a secret of his own and offers to help Bjorn carry his preposterous plan through to its logical conclusion. But the sudden reappearance of his son both fills Bjorn with new hope and complicates matters. The desire to gamble with his comfortable existence proves irresistible, however, taking him to Vilnius in Lithuania, where very soon he cannot tell whether he’s tangled up in a game or reality. Dag Solstad won the Norwegian Critics Prize for Literature for Novel 11, Book 18, a concentrated uncompromising existential novel that puts on full display the author’s remarkable gifts and wit.
Download or read book Data Science written by Rui Mao and published by Springer Nature. This book was released on 2019-09-13 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application.
Book Synopsis A Query Framework for Directed Acyclic Graphs (DAGs) by : Smriti Yamini
Download or read book A Query Framework for Directed Acyclic Graphs (DAGs) written by Smriti Yamini and published by . This book was released on 2005 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Concise Dictionary of Old Icelandic by : Geir T. Zoëga
Download or read book A Concise Dictionary of Old Icelandic written by Geir T. Zoëga and published by Courier Dover Publications. This book was released on 2013-02-15 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern Icelandic is closer to the speech patterns of the Middle Ages than any living European language. Thus, a knowledge of Icelandic is highly relevant to the study of English history. This volume, one of the most complete available, will be indispensable to scholars of medieval Icelandic and English culture and history.
Book Synopsis Artificial Intelligence by : Richard E. Neapolitan
Download or read book Artificial Intelligence written by Richard E. Neapolitan and published by CRC Press. This book was released on 2018-03-12 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods. The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of neural networks and deep learning. The final section of the book focuses on natural language understanding. Suitable for undergraduate and beginning graduate students, this class-tested textbook provides students and other readers with key AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more.
Book Synopsis Euro-Par 2011 Parallel Processing by : Emmanuel Jeannot
Download or read book Euro-Par 2011 Parallel Processing written by Emmanuel Jeannot and published by Springer. This book was released on 2011-08-12 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 6852/6853 constitutes the refereed proceedings of the 17th International Euro-Par Conference held in Bordeaux, France, in August/September 2011. The 81 revised full papers presented were carefully reviewed and selected from 271 submissions. The papers are organized in topical sections on support tools and environments; performance prediction and evaluation; scheduling and load-balancing; high-performance architectures and compilers; parallel and distributed data management; grid, cluster and cloud computing; peer to peer computing; distributed systems and algorithms; parallel and distributed programming; parallel numerical algorithms; multicore and manycore programming; theory and algorithms for parallel computation; high performance networks and mobile ubiquitous computing.
Book Synopsis Contemporary Artificial Intelligence by : Richard E. Neapolitan
Download or read book Contemporary Artificial Intelligence written by Richard E. Neapolitan and published by CRC Press. This book was released on 2012-08-25 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: The notion of artificial intelligence (AI) often sparks thoughts of characters from science fiction, such as the Terminator and HAL 9000. While these two artificial entities do not exist, the algorithms of AI have been able to address many real issues, from performing medical diagnoses to navigating difficult terrain to monitoring possible failures
Book Synopsis Google Cloud Platform for Data Engineering by : Alasdair Gilchrist
Download or read book Google Cloud Platform for Data Engineering written by Alasdair Gilchrist and published by Alasdair Gilchrist. This book was released on with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Google Cloud Platform for Data Engineering is designed to take the beginner through a journey to become a competent and certified GCP data engineer. The book, therefore, is split into three parts; the first part covers fundamental concepts of data engineering and data analysis from a platform and technology-neutral perspective. Reading part 1 will bring a beginner up to speed with the generic concepts, terms and technologies we use in data engineering. The second part, which is a high-level but comprehensive introduction to all the concepts, components, tools and services available to us within the Google Cloud Platform. Completing this section will provide the beginner to GCP and data engineering with a solid foundation on the architecture and capabilities of the GCP. Part 3, however, is where we delve into the moderate to advanced techniques that data engineers need to know and be able to carry out. By this time the raw beginner you started the journey at the beginning of part 1 will be a knowledgable albeit inexperienced data engineer. However, by the conclusion of part 3, they will have gained the advanced knowledge of data engineering techniques and practices on the GCP to pass not only the certification exam but also most interviews and practical tests with confidence. In short part 3, will provide the prospective data engineer with detailed knowledge on setting up and configuring DataProc - GCPs version of the Spark/Hadoop ecosystem for big data. They will also learn how to build and test streaming and batch data pipelines using pub/sub/ dataFlow and BigQuery. Furthermore, they will learn how to integrate all the ML and AI Platform components and APIs. They will be accomplished in connecting data analysis and visualisation tools such as Datalab, DataStudio and AI notebooks amongst others. They will also by now know how to build and train a TensorFlow DNN using APIs and Keras and optimise it to run large public data sets. Also, they will know how to provision and use Kubeflow and Kube Pipelines within Google Kubernetes engines to run container workloads as well as how to take advantage of serverless technologies such as Cloud Run and Cloud Functions to build transparent and seamless data processing platforms. The best part of the book though is its compartmental design which means that anyone from a beginner to an intermediate can join the book at whatever point they feel comfortable.
Book Synopsis Data Pipelines with Apache Airflow by : Bas P. Harenslak
Download or read book Data Pipelines with Apache Airflow written by Bas P. Harenslak and published by Simon and Schuster. This book was released on 2021-04-27 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book teaches you how to build and maintain effective data pipelines. Youll explore the most common usage patterns, including aggregating multiple data sources, connecting to and from data lakes, and cloud deployment. --
Book Synopsis Microsoft Exchange Server 2010 Best Practices by : Joel Stidley
Download or read book Microsoft Exchange Server 2010 Best Practices written by Joel Stidley and published by Pearson Education. This book was released on 2010-07-15 with total page 1322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers Service Pack 1! Apply best practices for administering Exchange Server 2010 and SP1--and optimize your operational efficiency and results. This guide captures the field-tested solutions, real-world lessons, and candid advice of practitioners across the range of business and technical scenarios--and across the IT life cycle. Gain expert insights on what works, where to make tradeoffs, and how to implement the best decisions for your organization. Discover how to: Apply scenario-based guidance for planning and deployment Prepare Active Directory(R) and the server environment Validate requirements and understand configuration tradeoffs Learn best ways to manage users, mailboxes, and permissions Optimize message routing and security Design and implement Unified Messaging and federated delegation Define your archiving and compliance strategy Build high availability into your backup and recovery plan Monitor and tune performance Apply proven troubleshooting tactics Companion Web content features: Checklists, planning worksheets, and other job aids Quick Reference Guide to best practices, including recommended configurations Fast-reference card for using Windows PowerShell(TM)
Book Synopsis Theoretical Computer Science by : Oded Goldreich
Download or read book Theoretical Computer Science written by Oded Goldreich and published by Springer Science & Business Media. This book was released on 2006-03-22 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume commemorates Shimon Even, one of founding fathers of Computer Science in Israel, who passed away on May 1, 2004. This Festschrift contains research contributions, surveys and educational essays in theoretical computer science, written by former students and close collaborators of Shimon. The essays address natural computational problems and are accessible to most researchers in theoretical computer science.
Book Synopsis Handbook of Causal Analysis for Social Research by : Stephen L. Morgan
Download or read book Handbook of Causal Analysis for Social Research written by Stephen L. Morgan and published by Springer Science & Business Media. This book was released on 2013-04-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: What constitutes a causal explanation, and must an explanation be causal? What warrants a causal inference, as opposed to a descriptive regularity? What techniques are available to detect when causal effects are present, and when can these techniques be used to identify the relative importance of these effects? What complications do the interactions of individuals create for these techniques? When can mixed methods of analysis be used to deepen causal accounts? Must causal claims include generative mechanisms, and how effective are empirical methods designed to discover them? The Handbook of Causal Analysis for Social Research tackles these questions with nineteen chapters from leading scholars in sociology, statistics, public health, computer science, and human development.
Book Synopsis Code-Based Cryptography by : Marco Baldi
Download or read book Code-Based Cryptography written by Marco Baldi and published by Springer. This book was released on 2019-07-20 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed and revised post-conference proceedings of the 7th International Workshop on Code-Based Cryptography, CBC 2019, held in Darmstadt, Germany, in May 2019. The eight papers presented in this book were carefully reviewed and selected from numerous submissions. These contributions are divided into two groups: The first four papers deal with the design of code-based cryptosystems, while the following four papers are on cryptanalysis of code-based cryptosystems.
Book Synopsis Hitler's Millennial Reich by : David Redles
Download or read book Hitler's Millennial Reich written by David Redles and published by NYU Press. This book was released on 2008-11-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: A “brilliant” study of the convergence of apocalyptic anxiety and authoritarianism in Germany: “A story, unfortunately, of continuing relevance.” —Charles B. Strozier, author of Apocalypse: On the Psychology of Fundamentalism in America After World War I, German citizens sought not merely relief from the political, economic, social, and cultural upheaval that wracked Weimar Germany, but also mental salvation. With promises of order, prosperity, and community, Adolph Hitler fulfilled a profoundly spiritual need on behalf of those who converted to Nazism, and thus became not only Führer, but Messiah, contends David Redles, who believes that millenarian sentiment was central to the rise of Nazism. As opposed to many works which depersonalize Nazism by focusing on institutional factors, Redles offers a fresh view of the impact and potential for millenarian movements. The writings of both major and minor Nazi party figures, in which there echoes a striking religiosity and salvational faith, reveal how receptive Germans were to the notion of a millennial Reich such as that offered by Hitler. Redles illustrates how Hitler’s apocalyptic prophecies of a coming “final battle” with the so-called Jewish Bolsheviks, one that was conceived to be a “war of annihilation,” was transformed into an equally eschatological “Final Solution.” “[Redles] has done an extraordinarily careful and brilliant analysis of the archival material to reveal Hitler’s messianic charisma, his appeal both on the ideological and psychological level, illustrating that if you can convince people that they live in apocalyptic times and you have the key to their collective salvation, you can get them to do anything.” —Richard Landes, Director, Center for Millennial Studies, Department of History, Boston University
