A Survey of Generators and Statistical Tests of Sequences of Random Numbers PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download A Survey of Generators and Statistical Tests of Sequences of Random Numbers PDF full book. Access full book title A Survey of Generators and Statistical Tests of Sequences of Random Numbers by Nedra L. McDaniel. Download full books in PDF and EPUB format.
Author: Nedra L. McDaniel
Publisher:
ISBN:
Category :
Languages : en
Pages : 126
Get Book Here
Book Description
Author: Nedra L. McDaniel
Publisher:
ISBN:
Category :
Languages : en
Pages : 126
Get Book Here
Book Description
Author: Janice L. Gess
Publisher:
ISBN:
Category : Numbers, Random
Languages : en
Pages : 69
Get Book Here
Book Description
The merits and differences regarding several methods of generating random number sequences are analyzed. Moreover, the need for testing these sequences, ensuring that minimal criteria are satisfied, is established. Various statistical tests which provide this information are described and applied to three uniform and two normal generators. Results exhibit a distinct tendency of these generators to produce the desired sequences. However, the ultimate decision concerning the applicability of a generator to a particular problem is subjective, depending upon the user's needs and interpretation of the problem itself. (Author).
Author: Frederick W. Kuehl
Publisher:
ISBN:
Category : Random number generators
Languages : en
Pages : 36
Get Book Here
Book Description
Author: Roberto De Prisco
Publisher: Springer Science & Business Media
ISBN: 3540380809
Category : Business & Economics
Languages : en
Pages : 375
Get Book Here
Book Description
Here are the refereed proceedings of the 5th International Conference on Security and Cryptology for Networks, SCN 2006. The book offers 24 revised full papers presented together with the abstract of an invited talk. The papers are organized in topical sections on distributed systems security, signature schemes variants, block cipher analysis, anonymity and e-commerce, public key encryption and key exchange, secret sharing, symmetric key cryptanalisis and randomness, applied authentication, and more.
Author: R. G. Herrman
Publisher:
ISBN:
Category : Monte Carlo method
Languages : en
Pages : 110
Get Book Here
Book Description
Author: James E. Gentle
Publisher: Springer Science & Business Media
ISBN: 0387216103
Category : Computers
Languages : en
Pages : 387
Get Book Here
Book Description
Monte Carlo simulation has become one of the most important tools in all fields of science. Simulation methodology relies on a good source of numbers that appear to be random. These "pseudorandom" numbers must pass statistical tests just as random samples would. Methods for producing pseudorandom numbers and transforming those numbers to simulate samples from various distributions are among the most important topics in statistical computing. This book surveys techniques of random number generation and the use of random numbers in Monte Carlo simulation. The book covers basic principles, as well as newer methods such as parallel random number generation, nonlinear congruential generators, quasi Monte Carlo methods, and Markov chain Monte Carlo. The best methods for generating random variates from the standard distributions are presented, but also general techniques useful in more complicated models and in novel settings are described. The emphasis throughout the book is on practical methods that work well in current computing environments. The book includes exercises and can be used as a test or supplementary text for various courses in modern statistics. It could serve as the primary test for a specialized course in statistical computing, or as a supplementary text for a course in computational statistics and other areas of modern statistics that rely on simulation. The book, which covers recent developments in the field, could also serve as a useful reference for practitioners. Although some familiarity with probability and statistics is assumed, the book is accessible to a broad audience. The second edition is approximately 50% longer than the first edition. It includes advances in methods for parallel random number generation, universal methods for generation of nonuniform variates, perfect sampling, and software for random number generation.
Author: Gabrielle Allen
Publisher: Springer Science & Business Media
ISBN: 3642019692
Category : Computers
Languages : en
Pages : 1047
Get Book Here
Book Description
“There is something fascinating about science. One gets such wholesale returns of conjecture out of such a tri?ing investment of fact. ” Mark Twain, Life on the Mississippi The challenges in succeeding with computational science are numerous and deeply a?ect all disciplines. NSF’s 2006 Blue Ribbon Panel of Simulation-Based 1 Engineering Science (SBES) states ‘researchers and educators [agree]: com- tational and simulation engineering sciences are fundamental to the security and welfare of the United States. . . We must overcome di?culties inherent in multiscale modeling, the development of next-generation algorithms, and the design. . . of dynamic data-driven application systems. . . We must determine better ways to integrate data-intensive computing, visualization, and simulation. - portantly,wemustoverhauloureducationalsystemtofostertheinterdisciplinary study. . . The payo?sformeeting these challengesareprofound. ’The International Conference on Computational Science 2009 (ICCS 2009) explored how com- tational sciences are not only advancing the traditional hard science disciplines, but also stretching beyond, with applications in the arts, humanities, media and all aspects of research. This interdisciplinary conference drew academic and industry leaders from a variety of ?elds, including physics, astronomy, mat- matics,music,digitalmedia,biologyandengineering. Theconferencealsohosted computer and computational scientists who are designing and building the - ber infrastructure necessary for next-generation computing. Discussions focused on innovative ways to collaborate and how computational science is changing the future of research. ICCS 2009: ‘Compute. Discover. Innovate. ’ was hosted by the Center for Computation and Technology at Louisiana State University in Baton Rouge.
Author: Serhiy Shkarlet
Publisher: Springer Nature
ISBN: 3030899020
Category : Technology & Engineering
Languages : en
Pages : 489
Get Book Here
Book Description
This book contains works on mathematical and simulation modeling of processes in various domains: ecology and geographic information systems, IT, industry, and project management. The development of complex multicomponent systems requires an increase in accuracy, efficiency, and adequacy while reducing the cost of their creation. The studies presented in the book are useful to specialists who involved in the development of real events models-analog, management and decision-making models, production models, and software products. Scientists can get acquainted with the latest research in various decisions proposed by leading scholars and identify promising directions for solving complex scientific and practical problems. The chapters of this book contain the contributions presented on the 16th International Scientific-practical Conference, MODS, June 28–July 01, 2021, Chernihiv, Ukraine.
Author: Dario Catalano
Publisher: Springer
ISBN: 3319981137
Category : Computers
Languages : en
Pages : 580
Get Book Here
Book Description
This book constitutes the proceedings of the 11th International Conference on Security and Cryptography for Networks, SCN 2018, held in Amalfi, Italy, in September 2018. The 30 papers presented in this volume were carefully reviewed and selected from 66 submissions. They are organized in topical sections on signatures and watermarking; composability; encryption; multiparty computation; anonymity and zero knowledge; secret sharing and oblivious transfer; lattices and post quantum cryptography; obfuscation; two-party computation; and protocols.
Author: James E. Gentle
Publisher: Springer
ISBN: 9783662517659
Category : Computers
Languages : en
Pages : 0
Get Book Here
Book Description
The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.
