Published by Academic Press (edition 1), 1991
ISBN 10: 0123800900 ISBN 13: 9780123800909
Language: English
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Published by Academic Press, Boston, 1991
ISBN 10: 0123800900 ISBN 13: 9780123800909
Language: English
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Add to basketHardcover. Octavo; G-; Hardcover; Spine, grey with silver print; Boards in grey cloth with silver and red print, slight wear to spine caps, vendor label on rear, else clean and strong; Text block has penciled underlining and marginal notation; xiii, 474 pages, illustrated (b&w charts, graphs). 1365159. FP New Rockville Stock.
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Research Paper (postgraduate) from the year 2015 in the subject Medicine - Other, grade: II Level Master, University of Pavia (Unit of Medical and Genomic Statistics), course: Medical and Genomic Statistics, language: English, abstract: Electroencephalography, commonly called 'EEG', estimates through the application of electrodes, the electrical activity of the brain (which is the sum of the electrical activity of each neuron). In recent years, with the goal of making more reliable the EEG, many researchers have turned their interest in the development of tools, methods and software. This thesis describes some best procedures for the experimental design, data visualization and descriptive or inferential statistical analysis. The application of statistical models to single or multiple subjects study-design are also described, including parametric and non-parametric approaches. Methods for processing multivariate data (PCA, ICA, clustering) were described. Re-sampling methods (bootstrap) using many randomly software-generated samples were also described. The aim of this work is to provide, with statistical concepts and examples, information on the qualitative and quantitative approaches related to the electroencephalographic signals. The work consists into three parts: INTRODUTION TO ELECTROENCEPHALOGRAPHY (GENERAL CHARACTERISTICS); DATA MINING AND STATISTICAL ANALYSIS; EXPERIMENTAL STUDY DESIGNS. The six works included in the section called 'EXPERIMENTAL STUDY DESIGNS' analyze EEG alterations in the protocols: Electrocortical activity in dancers and non-dancers listening to different music genre and during imaginative dance motor activity; Electrocortical activity during monosynaptic reflex in athletes; Monitoring of electrocortical activity for evaluation of seasickness; Electrocortical activity in different body positions; Electrocortical activity in athletes and non-athletes during body balance tasks; Electrocortical responses in volunteers with and without specific experience watching movies including the execution of complex motor gestures. In the section called 'OTHER INTERESTING THINGS' were included one work that analyze EMG (electromyography) alterations in pathological and healthy subjects in the protocol: Comparison between clinical diagnostic criteria of sleep bruxism and those provided by a validated portable holter. The described procedures can be used for clinical trials, although the studies proposed in this work do not refer to samples from pathological subjects. With its multi-specialist approach, through many theoretical and practical feedback, this work will be useful for specializing in neuroscience, statistics, engineering or physiology.
Published by Taylor & Francis Ltd, 2020
ISBN 10: 0367729555 ISBN 13: 9780367729554
Language: English
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Published by Chapman and Hall/CRC 2019-05-16, 2019
ISBN 10: 1482256576 ISBN 13: 9781482256574
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Add to basketHardcover. Condition: Very Good. Unread. Still in publisher's shrink wrap. Edited by H. Bozdogan and A.K. Gupta. No DJ.
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Add to basketTaschenbuch. Condition: Neu. Multivariate Statistical Analysis in Neuroscience | Advanced Mathematical Modeling Applied to Electroencephalographic Signals in Complex Data Problems | Marco Ivaldi (u. a.) | Taschenbuch | 184 S. | Englisch | 2015 | GRIN Verlag | EAN 9783656973768 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.
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ISBN 10: 1482256576 ISBN 13: 9781482256574
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Published by Chapman and Hall/CRC, 2019
ISBN 10: 1482256576 ISBN 13: 9781482256574
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ISBN 10: 1482256576 ISBN 13: 9781482256574
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Published by Springer Netherlands, 1987
ISBN 10: 9027725926 ISBN 13: 9789027725929
Language: English
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Published by Springer Netherlands, 2012
ISBN 10: 9401082642 ISBN 13: 9789401082648
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Published by Chapman and Hall/CRC, 2019
ISBN 10: 1482256576 ISBN 13: 9781482256574
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Published by Springer Netherlands, 2012
ISBN 10: 9401082642 ISBN 13: 9789401082648
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume contains the Proceedings of the Advanced Symposium on Multivariate Modeling and Data Analysis held at the 64th Annual Heeting of the Virginia Academy of Sciences (VAS)--American Statistical Association's Vir ginia Chapter at James Madison University in Harrisonburg. Virginia during Hay 15-16. 1986. This symposium was sponsored by financial support from the Center for Advanced Studies at the University of Virginia to promote new and modern information-theoretic statist ical modeling procedures and to blend these new techniques within the classical theory. Multivariate statistical analysis has come a long way and currently it is in an evolutionary stage in the era of high-speed computation and computer technology. The Advanced Symposium was the first to address the new innovative approaches in multi variate analysis to develop modern analytical and yet practical procedures to meet the needs of researchers and the societal need of statistics. vii viii PREFACE Papers presented at the Symposium by e1l11lJinent researchers in the field were geared not Just for specialists in statistics, but an attempt has been made to achieve a well balanced and uniform coverage of different areas in multi variate modeling and data analysis. The areas covered included topics in the analysis of repeated measurements, cluster analysis, discriminant analysis, canonical cor relations, distribution theory and testing, bivariate densi ty estimation, factor analysis, principle component analysis, multidimensional scaling, multivariate linear models, nonparametric regression, etc.
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1482256576 ISBN 13: 9781482256574
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Published by Springer Netherlands, Springer Netherlands, 1987
ISBN 10: 9027725926 ISBN 13: 9789027725929
Language: English
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Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume contains the Proceedings of the Advanced Symposium on Multivariate Modeling and Data Analysis held at the 64th Annual Heeting of the Virginia Academy of Sciences (VAS)--American Statistical Association's Vir ginia Chapter at James Madison University in Harrisonburg. Virginia during Hay 15-16. 1986. This symposium was sponsored by financial support from the Center for Advanced Studies at the University of Virginia to promote new and modern information-theoretic statist ical modeling procedures and to blend these new techniques within the classical theory. Multivariate statistical analysis has come a long way and currently it is in an evolutionary stage in the era of high-speed computation and computer technology. The Advanced Symposium was the first to address the new innovative approaches in multi variate analysis to develop modern analytical and yet practical procedures to meet the needs of researchers and the societal need of statistics. vii viii PREFACE Papers presented at the Symposium by e1l11lJinent researchers in the field were geared not Just for specialists in statistics, but an attempt has been made to achieve a well balanced and uniform coverage of different areas in multi variate modeling and data analysis. The areas covered included topics in the analysis of repeated measurements, cluster analysis, discriminant analysis, canonical cor relations, distribution theory and testing, bivariate densi ty estimation, factor analysis, principle component analysis, multidimensional scaling, multivariate linear models, nonparametric regression, etc.
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1482256576 ISBN 13: 9781482256574
Language: English
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Add to basketCondition: New. Editor(s): Bozdogan, H.; Gupta, Arjun K. Series: Theory and Decision Library B. Num Pages: 199 pages, biography. BIC Classification: PBT; WM. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 10. Weight in Grams: 320. . 2012. Softcover reprint of the original 1st ed. 1987. Paperback. . . . .
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