L1-Norm and L∞-Norm Estimation

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Publisher : Springer Science & Business Media
ISBN 13 : 3642363008
Total Pages : 59 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis L1-Norm and L∞-Norm Estimation by : Richard Farebrother

Download or read book L1-Norm and L∞-Norm Estimation written by Richard Farebrother and published by Springer Science & Business Media. This book was released on 2013-04-03 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is concerned with the fitting of linear relationships in the context of the linear statistical model. As alternatives to the familiar least squared residuals procedure, it investigates the relationships between the least absolute residuals, the minimax absolute residual and the least median of squared residuals procedures. It is intended for graduate students and research workers in statistics with some command of matrix analysis and linear programming techniques.​

Statistical Data Analysis Based on the L1-Norm and Related Methods

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Author :
Publisher : Birkhäuser
ISBN 13 : 3034882017
Total Pages : 447 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Statistical Data Analysis Based on the L1-Norm and Related Methods by : Yadolah Dodge

Download or read book Statistical Data Analysis Based on the L1-Norm and Related Methods written by Yadolah Dodge and published by Birkhäuser. This book was released on 2012-12-06 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of invited papers, presented to the fourth International Conference on Statistical Data Analysis Based on the L1-Norm and Related Methods, held in Neuchâtel, Switzerland, from August 4–9, 2002. The contributions represent clear evidence to the importance of the development of theory, methods and applications related to the statistical data analysis based on the L1-norm.

Nonlinear Lp-Norm Estimation

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Publisher : Routledge
ISBN 13 : 1351428179
Total Pages : 318 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Nonlinear Lp-Norm Estimation by : Rene Gonin

Download or read book Nonlinear Lp-Norm Estimation written by Rene Gonin and published by Routledge. This book was released on 2017-10-02 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complete with valuable FORTRAN programs that help solve nondifferentiable nonlinear LtandLo.-norm estimation problems, this important reference/text extensively delineates ahistory of Lp-norm estimation. It examines the nonlinear Lp-norm estimation problem that isa viable alternative to least squares estimation problems where the underlying errordistribution is nonnormal, i.e., non-Gaussian.Nonlinear LrNorm Estimation addresses both computational and statistical aspects ofLp-norm estimation problems to bridge the gap between these two fields . . . contains 70useful illustrations ... discusses linear Lp-norm as well as nonlinear Lt, Lo., and Lp-normestimation problems . . . provides all appropriate computational algorithms and FORTRANlistings for nonlinear Lt- and Lo.-norm estimation problems . . . guides readers with clear endof-chapter notes on related topics and outstanding research publications . . . contains numericalexamples plus several practical problems .. . and shows how the data can prescribe variousapplications of Lp-norm alternatives.Nonlinear Lp-Norm Estimation is an indispensable reference for statisticians,operations researchers, numerical analysts, applied mathematicians, biometricians, andcomputer scientists, as well as a text for graduate students in statistics or computer science.

Nonlinear Lp-Norm Estimation

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Author :
Publisher : CRC Press
ISBN 13 : 9780824781255
Total Pages : 318 pages
Book Rating : 4.7/5 (812 download)

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Book Synopsis Nonlinear Lp-Norm Estimation by : Rene Gonin

Download or read book Nonlinear Lp-Norm Estimation written by Rene Gonin and published by CRC Press. This book was released on 1989-02-10 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lp-norm estimation in linear regression; The nonlinear l1-norm estimation problem; The nonlinear L OO-norm estimation proble; The nonlinear Lp-norm estimation problem; Statistical aspects of Lp-norm estimators; Application of Lp-norm estimation.

Optimization Algorithms

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Publisher : BoD – Books on Demand
ISBN 13 : 1789236762
Total Pages : 148 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Optimization Algorithms by : Jan Valdman

Download or read book Optimization Algorithms written by Jan Valdman and published by BoD – Books on Demand. This book was released on 2018-09-05 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents examples of modern optimization algorithms. The focus is on a clear understanding of underlying studied problems, understanding described algorithms by a broad range of scientists and providing (computational) examples that a reader can easily repeat.

Niedermeyer's Electroencephalography

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Publisher : Oxford University Press
ISBN 13 : 0190228482
Total Pages : 1265 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Niedermeyer's Electroencephalography by : Donald L. Schomer

Download or read book Niedermeyer's Electroencephalography written by Donald L. Schomer and published by Oxford University Press. This book was released on 2018 with total page 1265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Niedermeyer's Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, Seventh Edition keeps the clinical neurophysiologist on the forefront of medical advancements. This authoritative text covers basic neurophysiology, neuroanatomy, and neuroimaging to provide a better understanding of clinical neurophysiological findings. This edition further delves into current state-of-the-art recording EEG activity both in the normal clinical environment and unique situations such as the intensive care unit, operating rooms, and epilepsy monitoring suites. As computer technology evolves, so does the integration of analytical methods that significantly affect the reader's interpretations of waveforms and trends that are occurring on long-term monitoring sessions. Compiled and edited by Donald L. Schomer and Fernando H. Lopes da Silva, along with a global team of experts, they collectively bring insight to crucial sections including basic principles of EEG and MEG, normal EEG, EEG in a clinical setting, clinical EEG in seizures and epilepsy, complementary and special techniques, event-related EEG phenomena, and shed light on the future of EEG and clinical neurophysiology. Akin to an encyclopedia of everything EEG, this comprehensive work is perfect for neurophysiology fellows, as well as neurology, neurosurgery, and general medical residents, and for the interns and medical students, and is a one-stop-shop for anyone training in EEG or preparing for neurophysiology or epilepsy board exams.

Econometrics of Information and Efficiency

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Publisher : Springer Science & Business Media
ISBN 13 : 9401582025
Total Pages : 267 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Econometrics of Information and Efficiency by : Jati Sengupta

Download or read book Econometrics of Information and Efficiency written by Jati Sengupta and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Econometrics as an applied discipline attempts to use information in a most efficient manner, yet the information theory and entropy approach developed by Shannon and others has not played much of a role in applied econometrics. Econometrics of Information and Efficiency bridges the gap. Broadly viewed, information theory analyzes the uncertainty of a given set of data and its probabilistic characteristics. Whereas the economic theory of information emphasizes the value of information to agents in a market, the entropy theory stresses the various aspects of imprecision of data and their interactions with the subjective decision processes. The tools of information theory, such as the maximum entropy principle, mutual information and the minimum discrepancy are useful in several areas of statistical inference, e.g., Bayesian estimation, expected maximum likelihood principle, the fuzzy statistical regression. This volume analyzes the applications of these tools of information theory to the most commonly used models in econometrics. The outstanding features of Econometrics of Information and Efficiency are: A critical survey of the uses of information theory in economics and econometrics; An integration of applied information theory and economic efficiency analysis; The development of a new economic hypothesis relating information theory to economic growth models; New lines of research are emphasized.

Ocean observation based on underwater acoustic technology

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Publisher : Frontiers Media SA
ISBN 13 : 2832528740
Total Pages : 281 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Ocean observation based on underwater acoustic technology by : Xuebo Zhang

Download or read book Ocean observation based on underwater acoustic technology written by Xuebo Zhang and published by Frontiers Media SA. This book was released on 2023-07-04 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Nonlinear Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 1461333350
Total Pages : 353 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Advances in Nonlinear Programming by : Ya-xiang Yuan

Download or read book Advances in Nonlinear Programming written by Ya-xiang Yuan and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: About 60 scientists and students attended the 96' International Conference on Nonlinear Programming, which was held September 2-5 at Institute of Compu tational Mathematics and Scientific/Engineering Computing (ICMSEC), Chi nese Academy of Sciences, Beijing, China. 25 participants were from outside China and 35 from China. The conference was to celebrate the 60's birthday of Professor M.J.D. Powell (Fellow of Royal Society, University of Cambridge) for his many contributions to nonlinear optimization. On behalf of the Chinese Academy of Sciences, vice president Professor Zhi hong Xu attended the opening ceremony of the conference to express his warm welcome to all the participants. After the opening ceremony, Professor M.J.D. Powell gave the keynote lecture "The use of band matrices for second derivative approximations in trust region methods". 13 other invited lectures on recent advances of nonlinear programming were given during the four day meeting: "Primal-dual methods for nonconvex optimization" by M. H. Wright (SIAM President, Bell Labs), "Interior point trajectories in semidefinite programming" by D. Goldfarb (Columbia University, Editor-in-Chief for Series A of Mathe matical Programming), "An approach to derivative free optimization" by A.

Robustness in Data Analysis

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Publisher : Walter de Gruyter
ISBN 13 : 3110936003
Total Pages : 325 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Robustness in Data Analysis by : Georgy L. Shevlyakov

Download or read book Robustness in Data Analysis written by Georgy L. Shevlyakov and published by Walter de Gruyter. This book was released on 2011-12-07 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series is devoted to the publication of high-level monographs and surveys which cover the whole spectrum of probability and statistics. The books of the series are addressed to both experts and advanced students.

Clinical Applications of Magnetoencephalography

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Publisher : Springer
ISBN 13 : 4431557296
Total Pages : 321 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Clinical Applications of Magnetoencephalography by : Shozo Tobimatsu

Download or read book Clinical Applications of Magnetoencephalography written by Shozo Tobimatsu and published by Springer. This book was released on 2016-02-19 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an overview of the recent advances in clinical applications of magnetoencephalography (MEG). With the expansion of MEG to neuroscience, its clinical applications have also been actively pursued. Featuring contributions from prominent experts in the fields, the book focuses on the current status of the application of MEG, not only to each nervous system but also to various diseases such as epilepsy, neurological disorders, and psychiatric disorders, while also examining the feasibility of using MEG for these diseases. Clinical Applications of Magnetoencephalography offers an indispensable resource for neurologists, neurosurgeons, pediatricians, and psychiatrists, as well as researchers in the field of neuroscience.

Neural Information Processing

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Publisher : Springer
ISBN 13 : 3319466755
Total Pages : 661 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Neural Information Processing by : Akira Hirose

Download or read book Neural Information Processing written by Akira Hirose and published by Springer. This book was released on 2016-09-30 with total page 661 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data analysis; neural data analysis; robotics and control; bio-inspired/energy efficient information processing; whole brain architecture; neurodynamics; bioinformatics; biomedical engineering; data mining and cybersecurity workshop; machine learning; neuromorphic hardware; sensory perception; pattern recognition; social networks; brain-machine interface; computer vision; time series analysis; data-driven approach for extracting latent features; topological and graph based clustering methods; computational intelligence; data mining; deep neural networks; computational and cognitive neurosciences; theory and algorithms.

The Asymptotic Theory of L1-norm Estimation of a Unit Root

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Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis The Asymptotic Theory of L1-norm Estimation of a Unit Root by : Miguel Angel Herce

Download or read book The Asymptotic Theory of L1-norm Estimation of a Unit Root written by Miguel Angel Herce and published by . This book was released on 1990 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Calculus for Mathematical Modeling in Engineering and Physics

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Publisher : Elsevier
ISBN 13 : 0443222886
Total Pages : 882 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Advanced Calculus for Mathematical Modeling in Engineering and Physics by : David Stapleton

Download or read book Advanced Calculus for Mathematical Modeling in Engineering and Physics written by David Stapleton and published by Elsevier. This book was released on 2024-06-20 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Calculus for Mathematical Modeling in Engineering and Physics introduces the principles and methods of advanced calculus for mathematical modeling, through a balance of theory and application using a state space approach with elementary functional analysis. This framework facilitates a deeper understanding of the nature of mathematical models and of the behavior of their solutions. The work provides a variety of advanced calculus models for mathematical, physical science, and engineering audiences, with discussion of how calculus-based models and their discrete analogies are generated. This valuable textbook offers scientific computations driven by Octave/MATLAB script, in recognition of the rising importance of associated numerical models. - Adopts a state space/functional analysis approach to advanced calculus-based models to provide a better understanding of the development of models and the behaviors of their solutions - Uniquely includes discrete analogies to calculus-based models, as well as the derivation of many advanced calculus models of physics and engineering– instead of only seeking solutions to the models - Offers online teaching support for qualified instructors (for selected solutions) and study materials for students (MATLAB/Octave scripts)

Brain-Computer Interfaces

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Publisher : Springer
ISBN 13 : 3319109782
Total Pages : 422 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Brain-Computer Interfaces by : Aboul Ella Hassanien

Download or read book Brain-Computer Interfaces written by Aboul Ella Hassanien and published by Springer. This book was released on 2014-11-01 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of a BCI system depends as much on the system itself as on the user’s ability to produce distinctive EEG activity. BCI systems can be divided into two groups according to the placement of the electrodes used to detect and measure neurons firing in the brain. These groups are: invasive systems, electrodes are inserted directly into the cortex are used for single cell or multi unit recording, and electrocorticography (EcoG), electrodes are placed on the surface of the cortex (or dura); noninvasive systems, they are placed on the scalp and use electroencephalography (EEG) or magnetoencephalography (MEG) to detect neuron activity. The book is basically divided into three parts. The first part of the book covers the basic concepts and overviews of Brain Computer Interface. The second part describes new theoretical developments of BCI systems. The third part covers views on real applications of BCI systems.

Electromagnetic Brain Imaging

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Publisher : Springer
ISBN 13 : 3319149474
Total Pages : 277 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Electromagnetic Brain Imaging by : Kensuke Sekihara

Download or read book Electromagnetic Brain Imaging written by Kensuke Sekihara and published by Springer. This book was released on 2015-02-20 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate level textbook provides a coherent introduction to the body of main-stream algorithms used in electromagnetic brain imaging, with specific emphasis on novel Bayesian algorithms. It helps readers to more easily understand literature in biomedical engineering and related fields and be ready to pursue research in either the engineering or the neuroscientific aspects of electromagnetic brain imaging. This textbook will not only appeal to graduate students but all scientists and engineers engaged in research on electromagnetic brain imaging.

Introduction to Bayesian Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 3540727264
Total Pages : 258 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Introduction to Bayesian Statistics by : Karl-Rudolf Koch

Download or read book Introduction to Bayesian Statistics written by Karl-Rudolf Koch and published by Springer Science & Business Media. This book was released on 2007-10-08 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents Bayes’ theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.