Sums Whose Terms Are Elements Of Linear Random Regression Sequences

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Sums Whose Terms are Elements of Linear Random Regression Sequences

Author : Valerii Buldygin
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659536588
Total Pages : 168 pages
Book Rating : 4.5/5 (365 download)

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Book Synopsis Sums Whose Terms are Elements of Linear Random Regression Sequences by : Valerii Buldygin

Download or read book Sums Whose Terms are Elements of Linear Random Regression Sequences written by Valerii Buldygin and published by LAP Lambert Academic Publishing. This book was released on 2014-06-05 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: One-dimensional and multi-dimensional linear regression sequences, sequences of partial sums, and series whose terms are elements of regression sequences appear as mathematical models in different fields of modern science. Their various applications in physics, economics, biology, cybernetics, actuary and financial mathematics motivate further study of the topic. In this book, we study the asymptotic behaviour of sequences of sums whose terms are elements of one-dimensional and multi-dimensional linear regressions with independent and symmetric noise. In particular, a great attention is paid to conditions which provide the almost sure convergence of series with regression terms. These problems are considered in both finite-dimensional and separable Banach spaces. This book is a result of joint successful work by Dr. Prof. V. Buldygin and Dr. M. Runovska.

Linear Models in Statistics

Author : Alvin C. Rencher
Publisher : John Wiley & Sons
ISBN 13 : 0470192607
Total Pages : 690 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Linear Models in Statistics by : Alvin C. Rencher

Download or read book Linear Models in Statistics written by Alvin C. Rencher and published by John Wiley & Sons. This book was released on 2008-01-07 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential introduction to the theory and application of linear models—now in a valuable new edition Since most advanced statistical tools are generalizations of the linear model, it is neces-sary to first master the linear model in order to move forward to more advanced concepts. The linear model remains the main tool of the applied statistician and is central to the training of any statistician regardless of whether the focus is applied or theoretical. This completely revised and updated new edition successfully develops the basic theory of linear models for regression, analysis of variance, analysis of covariance, and linear mixed models. Recent advances in the methodology related to linear mixed models, generalized linear models, and the Bayesian linear model are also addressed. Linear Models in Statistics, Second Edition includes full coverage of advanced topics, such as mixed and generalized linear models, Bayesian linear models, two-way models with empty cells, geometry of least squares, vector-matrix calculus, simultaneous inference, and logistic and nonlinear regression. Algebraic, geometrical, frequentist, and Bayesian approaches to both the inference of linear models and the analysis of variance are also illustrated. Through the expansion of relevant material and the inclusion of the latest technological developments in the field, this book provides readers with the theoretical foundation to correctly interpret computer software output as well as effectively use, customize, and understand linear models. This modern Second Edition features: New chapters on Bayesian linear models as well as random and mixed linear models Expanded discussion of two-way models with empty cells Additional sections on the geometry of least squares Updated coverage of simultaneous inference The book is complemented with easy-to-read proofs, real data sets, and an extensive bibliography. A thorough review of the requisite matrix algebra has been addedfor transitional purposes, and numerous theoretical and applied problems have been incorporated with selected answers provided at the end of the book. A related Web site includes additional data sets and SAS® code for all numerical examples. Linear Model in Statistics, Second Edition is a must-have book for courses in statistics, biostatistics, and mathematics at the upper-undergraduate and graduate levels. It is also an invaluable reference for researchers who need to gain a better understanding of regression and analysis of variance.

Applied Linear Statistical Models

Author : Michael H. Kutner
Publisher : McGraw-Hill/Irwin
ISBN 13 : 9780072386882
Total Pages : 1396 pages
Book Rating : 4.3/5 (868 download)

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Book Synopsis Applied Linear Statistical Models by : Michael H. Kutner

Download or read book Applied Linear Statistical Models written by Michael H. Kutner and published by McGraw-Hill/Irwin. This book was released on 2005 with total page 1396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linear regression with one predictor variable; Inferences in regression and correlation analysis; Diagnosticis and remedial measures; Simultaneous inferences and other topics in regression analysis; Matrix approach to simple linear regression analysis; Multiple linear regression; Nonlinear regression; Design and analysis of single-factor studies; Multi-factor studies; Specialized study designs.

Elements of Distribution Theory

Author : Thomas A. Severini
Publisher : Cambridge University Press
ISBN 13 : 1139446118
Total Pages : 3 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Elements of Distribution Theory by : Thomas A. Severini

Download or read book Elements of Distribution Theory written by Thomas A. Severini and published by Cambridge University Press. This book was released on 2005-08-08 with total page 3 pages. Available in PDF, EPUB and Kindle. Book excerpt: This detailed introduction to distribution theory uses no measure theory, making it suitable for students in statistics and econometrics as well as for researchers who use statistical methods. Good backgrounds in calculus and linear algebra are important and a course in elementary mathematical analysis is useful, but not required. An appendix gives a detailed summary of the mathematical definitions and results that are used in the book. Topics covered range from the basic distribution and density functions, expectation, conditioning, characteristic functions, cumulants, convergence in distribution and the central limit theorem to more advanced concepts such as exchangeability, models with a group structure, asymptotic approximations to integrals, orthogonal polynomials and saddlepoint approximations. The emphasis is on topics useful in understanding statistical methodology; thus, parametric statistical models and the distribution theory associated with the normal distribution are covered comprehensively.

Stochastic Models with Power-Law Tails

Author : Dariusz Buraczewski
Publisher : Springer
ISBN 13 : 3319296795
Total Pages : 325 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Stochastic Models with Power-Law Tails by : Dariusz Buraczewski

Download or read book Stochastic Models with Power-Law Tails written by Dariusz Buraczewski and published by Springer. This book was released on 2016-07-04 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this monograph the authors give a systematic approach to the probabilistic properties of the fixed point equation X=AX+B. A probabilistic study of the stochastic recurrence equation X_t=A_tX_{t-1}+B_t for real- and matrix-valued random variables A_t, where (A_t,B_t) constitute an iid sequence, is provided. The classical theory for these equations, including the existence and uniqueness of a stationary solution, the tail behavior with special emphasis on power law behavior, moments and support, is presented. The authors collect recent asymptotic results on extremes, point processes, partial sums (central limit theory with special emphasis on infinite variance stable limit theory), large deviations, in the univariate and multivariate cases, and they further touch on the related topics of smoothing transforms, regularly varying sequences and random iterative systems. The text gives an introduction to the Kesten-Goldie theory for stochastic recurrence equations of the type X_t=A_tX_{t-1}+B_t. It provides the classical results of Kesten, Goldie, Guivarc'h, and others, and gives an overview of recent results on the topic. It presents the state-of-the-art results in the field of affine stochastic recurrence equations and shows relations with non-affine recursions and multivariate regular variation.

Probability Inequalities

Author : Zhengyan Lin
Publisher : Springer Science & Business Media
ISBN 13 : 3642052614
Total Pages : 192 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Probability Inequalities by : Zhengyan Lin

Download or read book Probability Inequalities written by Zhengyan Lin and published by Springer Science & Business Media. This book was released on 2011-05-30 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inequality has become an essential tool in many areas of mathematical research, for example in probability and statistics where it is frequently used in the proofs. "Probability Inequalities" covers inequalities related with events, distribution functions, characteristic functions, moments and random variables (elements) and their sum. The book shall serve as a useful tool and reference for scientists in the areas of probability and statistics, and applied mathematics. Prof. Zhengyan Lin is a fellow of the Institute of Mathematical Statistics and currently a professor at Zhejiang University, Hangzhou, China. He is the prize winner of National Natural Science Award of China in 1997. Prof. Zhidong Bai is a fellow of TWAS and the Institute of Mathematical Statistics; he is a professor at the National University of Singapore and Northeast Normal University, Changchun, China.

Introduction to Computational Linguistics and its use for medical translations in the universities of Health Sciences

Author : Dr. Muhammad Khalid Mehmood Sajid
Publisher : Dr. Muhammad Khalid Mehmood Sajid
ISBN 13 :
Total Pages : 53 pages
Book Rating : 4.8/5 (914 download)

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Book Synopsis Introduction to Computational Linguistics and its use for medical translations in the universities of Health Sciences by : Dr. Muhammad Khalid Mehmood Sajid

Download or read book Introduction to Computational Linguistics and its use for medical translations in the universities of Health Sciences written by Dr. Muhammad Khalid Mehmood Sajid and published by Dr. Muhammad Khalid Mehmood Sajid. This book was released on 2023-08-02 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is written by Dr. Muhammad Khalid Mehmood Sajid on computational linguistics and its use for medical translations in the universities of health sciences. This book has 15 chapters, 103 pages with a title and back cover page which describes the bio of Dr. Muhammad Khalid Mehmood Sajid who is the main and key author of this book. Dr. Muhammad Khalid Mehmood Sajid has a Ph.D. in Applied Linguistics from Universiti Malaysia Pahang and is a Post-doc Fellow. Being an international scholar and educationist, he has over 20 years of English teaching experience in Pakistani and Saudi Arabian Universities. He also taught in UAE, Malaysia, and Sultanate of Oman. He had been a lecturer at Qassim University. He also worked as a faculty member at King Faisal University. He was an Academic Coordinator in Army College Rawalpindi and a lecturer at Pakistan Airforce College, Islamabad. Presently, he is working as English faculty in the College of Applied Medical Sciences, English Department, King Saud Bin Abdul Aziz University for Health Sciences, Saudi Arabia. His high-quality research papers were published in Saudi Arabia, UAE, Malaysia, India, Pakistan, USA, Canada, Turkey, Europe, Australia, New Zealand, South Africa, and the Philippines. He is also a recommended research writer and an author of Scopus, Web of Science. Having high Google Scholar citations, he is also a member of the research board and a reviewer of many international, Scopus and Web of Science journals. Moreover, he is also an English article writer and founder of the Applied Linguistics Group.

Introduction to Applied Linear Algebra

Author : Stephen Boyd
Publisher : Cambridge University Press
ISBN 13 : 1316518965
Total Pages : 477 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis Introduction to Applied Linear Algebra by : Stephen Boyd

Download or read book Introduction to Applied Linear Algebra written by Stephen Boyd and published by Cambridge University Press. This book was released on 2018-06-07 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.

Index to Statistics and Probability: Permuted titles. Microclimatic-Z

Author : Ian C. Ross
Publisher :
ISBN 13 :
Total Pages : 808 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Index to Statistics and Probability: Permuted titles. Microclimatic-Z by : Ian C. Ross

Download or read book Index to Statistics and Probability: Permuted titles. Microclimatic-Z written by Ian C. Ross and published by . This book was released on 1973 with total page 808 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Elements of Modern Asymptotic Theory with Statistical Applications

Author : Brendan McCabe
Publisher : Manchester University Press
ISBN 13 : 9780719030536
Total Pages : 338 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Elements of Modern Asymptotic Theory with Statistical Applications by : Brendan McCabe

Download or read book Elements of Modern Asymptotic Theory with Statistical Applications written by Brendan McCabe and published by Manchester University Press. This book was released on 1993 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1988 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

6G Enabled Fog Computing in IoT

Author : Mohit Kumar
Publisher : Springer Nature
ISBN 13 : 3031301013
Total Pages : 416 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis 6G Enabled Fog Computing in IoT by : Mohit Kumar

Download or read book 6G Enabled Fog Computing in IoT written by Mohit Kumar and published by Springer Nature. This book was released on 2023-10-21 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past few years, the demand for data traffic has experienced explosive growth thanks to the increasing need to stay online. New applications of communications, such as wearable devices, autonomous systems, drones, and the Internet of Things (IoT), continue to emerge and generate even more data traffic with vastly different performance requirements. With the COVID-19 pandemic, the need to stay online has become even more crucial, as most of the fields, would they be industrial, educational, economic, or service-oriented, had to go online as best as they can. As the data traffic is expected to continuously strain the capacity of future communication networks, these networks need to evolve consistently in order to keep up with the growth of data traffic. Thus, more intelligent processing, operation, and optimization will be needed for tomorrow’s communication networks. The Sixth Generation (6G) technology is latest approach for mobile systems or edge devices in terms of reduce traffic congestions, energy consumption blending with IoT devices applications. The 6G network works beyond the 5G (B5G), where we can use various platforms as an application e.g. fog computing enabled IoT networks, Intelligent techniques for SDN network, 6G enabled healthcare industry, energy aware location management. Still this technology must resolve few challenges like security, IoT enabled trust network. This book will focus on the use of AI/ML-based techniques to solve issues related to 6G enabled networks, their layers, as well as their applications. It will be a collection of original contributions regarding state-of-the-art AI/ML-based solutions for signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction 6G enabled software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The proposed edited book emphasis on the 6G network blended with Fog-IoT networks to introduce its applications and future perspectives that helps the researcher to apply this technique in their domain and it may also helpful to resolve the challenges and future opportunities with 6G networks.

Technical Abstract Bulletin

Author :
Publisher :
ISBN 13 :
Total Pages : 908 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Technical Abstract Bulletin by :

Download or read book Technical Abstract Bulletin written by and published by . This book was released on with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Parallel Computing and Statistics

Author : Erricos John Kontoghiorghes
Publisher : CRC Press
ISBN 13 : 9781420028683
Total Pages : 560 pages
Book Rating : 4.0/5 (286 download)

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Book Synopsis Handbook of Parallel Computing and Statistics by : Erricos John Kontoghiorghes

Download or read book Handbook of Parallel Computing and Statistics written by Erricos John Kontoghiorghes and published by CRC Press. This book was released on 2005-12-21 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological improvements continue to push back the frontier of processor speed in modern computers. Unfortunately, the computational intensity demanded by modern research problems grows even faster. Parallel computing has emerged as the most successful bridge to this computational gap, and many popular solutions have emerged based on its concepts

Introduction to Statistical Time Series

Author : Wayne A. Fuller
Publisher : John Wiley & Sons
ISBN 13 : 0470317752
Total Pages : 734 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Introduction to Statistical Time Series by : Wayne A. Fuller

Download or read book Introduction to Statistical Time Series written by Wayne A. Fuller and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subject of time series is of considerable interest, especiallyamong researchers in econometrics, engineering, and the naturalsciences. As part of the prestigious Wiley Series in Probabilityand Statistics, this book provides a lucid introduction to thefield and, in this new Second Edition, covers the importantadvances of recent years, including nonstationary models, nonlinearestimation, multivariate models, state space representations, andempirical model identification. New sections have also been addedon the Wold decomposition, partial autocorrelation, long memoryprocesses, and the Kalman filter. Major topics include: * Moving average and autoregressive processes * Introduction to Fourier analysis * Spectral theory and filtering * Large sample theory * Estimation of the mean and autocorrelations * Estimation of the spectrum * Parameter estimation * Regression, trend, and seasonality * Unit root and explosive time series To accommodate a wide variety of readers, review material,especially on elementary results in Fourier analysis, large samplestatistics, and difference equations, has been included.

The Digitalization of Neurology

Author : Daniel B. Hier
Publisher : Frontiers Media SA
ISBN 13 : 2832537685
Total Pages : 156 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis The Digitalization of Neurology by : Daniel B. Hier

Download or read book The Digitalization of Neurology written by Daniel B. Hier and published by Frontiers Media SA. This book was released on 2023-10-31 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 20 years Medicine in general, and Neurology in specific, has become increasingly digitized. Increasingly, Neurology has made a transition from qualitative to quantitative methods. The conversion of neurological data from free text to a computable format has made the application of digital tools to neurological diagnosis and prognosis a reality. This Research Topic in Frontiers in Digital Health will highlight how the digitization of data has revolutionized Neurology. Themes covered will include natural language processing, ontologies, phenotyping, big data, bio-banks, machine learning, graph theory, network analysis, computational models, electronic health records, telemetry, and teleneurology.

Recent Trends in Analysis of Images, Social Networks and Texts

Author : Evgeny Burnaev
Publisher : Springer Nature
ISBN 13 : 3031151682
Total Pages : 230 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Recent Trends in Analysis of Images, Social Networks and Texts by : Evgeny Burnaev

Download or read book Recent Trends in Analysis of Images, Social Networks and Texts written by Evgeny Burnaev and published by Springer Nature. This book was released on 2022-08-29 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, in December 2021. Due to the COVID-19 pandemic the conference was held in hybrid mode. The 17 full papers were carefully reviewed and selected from 118 submissions, out of which 92 were sent to peer review. The papers are organized in topical sections on natural language processing; computer vision; data analysis and machine learning; social network analysis; theoretical machine learning and optimisation.