Download or read book Independent Random Sampling Methods written by Luca Martino and published by Springer. This book was released on 2018-03-31 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate samples from arbitrary probability distributions, and tailored techniques, designed to efficiently address common real-world practical problems, are introduced and discussed in detail. In turn, the monograph presents fundamental results and methodologies in the field, elaborating and developing them into the latest techniques. The theory and methods are illustrated with a varied collection of examples, which are discussed in detail in the text and supplemented with ready-to-run computer code. The main problem addressed in the book is how to generate independent random samples from an arbitrary probability distribution with the weakest possible constraints or assumptions in a form suitable for practical implementation. The authors review the fundamental results and methods in the field, address the latest methods, and emphasize the links and interplay between ostensibly diverse techniques.

Download or read book Random Sample Consensus written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-04-30 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Random Sample Consensus Random sample consensus, also known as RANSAC, is an iterative method that is used to estimate the parameters of a mathematical model based on a collection of observed data that includes outliers. This method is used in situations where the outliers are permitted to have no impact on the values of the estimates. The conclusion is that it is also possible to view it as a tool for detecting outliers. An algorithm is considered to be non-deterministic if it is able to generate a suitable result only with a certain probability, and this likelihood increases as the number of iterations that are permitted via the method increases. In 1981, Fischler and Bolles, who were working at SRI International, were the ones who initially published the algorithm. In order to solve the Location Determination Problem (LDP), which is a problem in which the objective is to find the points in space that project onto an image and then convert those points into a set of landmarks with known positions, they utilized RANSAC. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Random sample consensus Chapter 2: Estimator Chapter 3: Least squares Chapter 4: Outlier Chapter 5: Cross-validation (statistics) Chapter 6: Errors and residuals Chapter 7: Mixture model Chapter 8: Robust statistics Chapter 9: Image stitching Chapter 10: Resampling (statistics) (II) Answering the public top questions about random sample consensus. (III) Real world examples for the usage of random sample consensus in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Random Sample Consensus.

Download or read book Random Sampling Numbers written by Leonard Henry Caleb Tippett and published by . This book was released on 1927 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Frontiers in Massive Data Analysis written by National Research Council and published by National Academies Press. This book was released on 2013-09-03 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Download or read book Introductory Business Statistics 2e written by Alexander Holmes and published by . This book was released on 2023-12-13 with total page 1801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory Business Statistics 2e aligns with the topics and objectives of the typical one-semester statistics course for business, economics, and related majors. The text provides detailed and supportive explanations and extensive step-by-step walkthroughs. The author places a significant emphasis on the development and practical application of formulas so that students have a deeper understanding of their interpretation and application of data. Problems and exercises are largely centered on business topics, though other applications are provided in order to increase relevance and showcase the critical role of statistics in a number of fields and real-world contexts. The second edition retains the organization of the original text. Based on extensive feedback from adopters and students, the revision focused on improving currency and relevance, particularly in examples and problems. This is an adaptation of Introductory Business Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

Download or read book Report of Random Sample Egg Production Tests United States and Canada written by and published by . This book was released on 1958 with total page 1156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Report of Egg Production Tests United States and Canada Random Sample Egg Production Tests written by United States. Animal Science Research Division and published by . This book was released on 1966 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Educational Research written by Burke Johnson and published by SAGE. This book was released on 2008 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational Research is a highly readable text that provides students with a clear and in-depth understanding of the different kinds of research--including technology-based--that are used in education today. The text introduces students to the fundamental logic of empirical research and explores the sources of research ideas. Detailed descriptions guide students through the design and implementation of actual research studies with a balanced examination of quantitative, qualitative, and mixed research, serving as one of the book′s strongest features. While quantitative research strategies are covered extensively, the text also discusses various qualitative approaches such as ethnography, historical methods, phenomenology, grounded theory, and case studies. The authors present detailed, step-by-step coverage of the key elements of research, including sampling techniques, ethical considerations, data collection methods, measurement, judging validity, experimental and non-experimental methods, descriptive and inferential statistics, qualitative data analysis, and report preparation.

Download or read book Report of Random Sample Egg Production Tests United States and Canada written by Animal Improvement Programs Laboratory (U.S.) and published by . This book was released on 1973 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book On Some New Allocation Schemes in Stratified Random Sampling under Non Response written by Manoj Kr. Chaudhary and published by Infinite Study. This book was released on with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: This chapter presents the detailed discussion on the effect of non-response on the estimator of population mean in a frequently used design, namely, stratified random sampling. In this chapter, our aim is to discuss the existing allocation schemes in presence of non-response and to suggest some new allocation schemes utilizing the knowledge of response and non-response rates of different strata.

Download or read book Research in Social Work written by Anne E. Fortune and published by Columbia University Press. This book was released on 1999 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introductory textbook on research methods in social work places emphasis on research as a natural corollary to practice. The text takes readers step-by-step through the process of developing a practical agenda for such projects. It explains how to formulate questions and hypotheses, conduct group and single-system naturalistic and experimental designs, analyze and compile data, and write research reports. Along the way, it presents discussions of the critical theoretical considerations, such as how to gauge reliability and validity, sort out qualitative and quantitative data analysis and more. Throughout there is specific methodological advice for integrating research agendas into everyday practice. Included are a glossary of terms, diagrams and examples from real-life studies focusing on cultural diversity and oppression, and increased emphasis on themes relevant to practice.

Download or read book 1975 Report of Random Sample Egg Production Tests United States and Canada written by United States. Agricultural Research Service and published by . This book was released on 1976 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book 1976 Report of Random Sample Egg Production Tests United States and Canada written by United States. Agricultural Research Service and published by . This book was released on 1977 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book 1972 Report of Random Sample Egg Production Tests United States and Canada written by and published by . This book was released on 1973 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Essentials of Nursing Research written by Denise F. Polit and published by Lippincott Williams & Wilkins. This book was released on 2010 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essentials of Nursing Research is designed to teach students how to read, understand, analyze, and evaluate research reports in nursing practice. The Seventh Edition has been updated with stronger coverage of evidence-based practice, including content on how to read, interpret, and critique systematic reviews, which are considered by many to be a cornerstone of evidence-based practice. Also included in the Seventh Edition: a more balanced presentation of medical and social science methods and nomenclature; enhanced coverage of qualitative research; and more.

Download or read book 1975 Report of Random Sample Egg Production Tests United States and Canada written by A. S. Rogowski and published by . This book was released on 1972 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Practice of Research in Criminology and Criminal Justice written by Ronet Bachman and published by SAGE. This book was released on 2007 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text provides a practical guide to qualitative and quantitative social research techniques integrated with issues from criminal justice.