Statistical Methods In Neuropsychology
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Statistical Methods In Neuropsychology
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Author : David Aaron Maroof
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-06-12
Statistical Methods In Neuropsychology written by David Aaron Maroof and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-12 with Psychology categories.
This book describes appropriate statistical models that are commonly utilized in neuropsychology. The book discusses such issues as developing normative data for neuropsychological measures, assessing the validity of neuropsychological tests, and quantifying change “over time” through longitudinal analyses. The rationale for and allure of the volume is the fact that there are no publications that dovetail the two subdisciplines of applied statistics and neuropsychology. The overall objective of this book is to provide a pragmatic and concrete source for applying methodological and statistical techniques in research studies whose emphasis includes neuropsychology. Since there are a plethora of technique to arrive at similar answers, each method with its strengths and weaknesses will be delineated. The beauty of the book will be that it will hopefully demystify commonly encountered issues faced with researchers. More specifically, it will provide a “how to do it” approach.
Advanced Data Analysis In Neuroscience
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Author : Daniel Durstewitz
language : en
Publisher: Springer
Release Date : 2017-09-15
Advanced Data Analysis In Neuroscience written by Daniel Durstewitz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-15 with Medical categories.
This book is intended for use in advanced graduate courses in statistics / machine learning, as well as for all experimental neuroscientists seeking to understand statistical methods at a deeper level, and theoretical neuroscientists with a limited background in statistics. It reviews almost all areas of applied statistics, from basic statistical estimation and test theory, linear and nonlinear approaches for regression and classification, to model selection and methods for dimensionality reduction, density estimation and unsupervised clustering. Its focus, however, is linear and nonlinear time series analysis from a dynamical systems perspective, based on which it aims to convey an understanding also of the dynamical mechanisms that could have generated observed time series. Further, it integrates computational modeling of behavioral and neural dynamics with statistical estimation and hypothesis testing. This way computational models in neuroscience are not only explanatory frameworks, but become powerful, quantitative data-analytical tools in themselves that enable researchers to look beyond the data surface and unravel underlying mechanisms. Interactive examples of most methods are provided through a package of MatLab routines, encouraging a playful approach to the subject, and providing readers with a better feel for the practical aspects of the methods covered. "Computational neuroscience is essential for integrating and providing a basis for understanding the myriads of remarkable laboratory data on nervous system functions. Daniel Durstewitz has excellently covered the breadth of computational neuroscience from statistical interpretations of data to biophysically based modeling of the neurobiological sources of those data. His presentation is clear, pedagogically sound, and readily useable by experts and beginners alike. It is a pleasure to recommend this very well crafted discussion to experimental neuroscientists as well as mathematically well versed Physicists. The book acts as a window to the issues, to the questions, and to the tools for finding the answers to interesting inquiries about brains and how they function." Henry D. I. Abarbanel Physics and Scripps Institution of Oceanography, University of California, San Diego “This book delivers a clear and thorough introduction to sophisticated analysis approaches useful in computational neuroscience. The models described and the examples provided will help readers develop critical intuitions into what the methods reveal about data. The overall approach of the book reflects the extensive experience Prof. Durstewitz has developed as a leading practitioner of computational neuroscience. “ Bruno B. Averbeck
Research Methods And Statistics In Psychology
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Author : S Alexander Haslam
language : en
Publisher: SAGE
Release Date : 2003-10-31
Research Methods And Statistics In Psychology written by S Alexander Haslam and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-10-31 with Psychology categories.
'The strength of this book is in the determined approach it takes to helping the reader learn the subject matter by the inclusion of explanations of key terms and exercises. If coupled with tutorial support, this will encourage students to work harder at the subject matter - always a challenge in what many students perceive as the least accessible and interesting part of psychology. It is well worth considering as a core methods text for undergraduates or for masters students new to psychology'- John Hegarty, Times Higher Educational Supplement, Textbook Guide Research Methods and Statistics in Psychology is an accessible introduction to the principal research methods and statistical procedures that underpin psychological research. With a broad range of support materials and features it is the ideal textbook to accompany both a first and second year course. Key features of this new textbook: - Accompanying website: an interactive resource for both both teachers and students including powerpoint slides of lecture notes, self-test multiple choice questions and answers for students as well as other on-line features. To access these please click on the Companion Website logo above - Coverage of the full research process in psychology from the ground up, addressing issues to do with research goals, problem definition and hypothesis, methodological choices and strategy and ethical controversies. - Complete coverage of the key quantitative and qualitative methods now recognised in psychology. - A host of textbook features including checklists of research evaluation and improvement, discussion questions and exercises; and annotated further reading at the end of every chapter. - Appendices in the back of the textbook in conjunction with the accompanying website - step-by-step guide to performing key statistical tests and a guide to writing up experiments and reports in psychology. Research Methods and Statistics in Psychology is a comprehensive and student-friendly introductory textbook that deals with psychological research issues in depth, but which places an emphasis on the conceptual and practical skills necessary to become a good researcher.
Experimental Methods In Neuropsychology
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Author : Kenneth Hugdahl
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Experimental Methods In Neuropsychology written by Kenneth Hugdahl and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Psychology categories.
Clinical neuropsychology typically employs large standardized test-batteries to cover the cognitive deficits caused by brain lesions and neurodegenerative diseases. The neuropsychologist moves between three levels of explanation; the behavioral level, the cognitive level and the brain level. The behavioral level is measured as actual performance on a test, i. e. the obtained test score. The cognitive level refers to the underlying cognitive processes that are reflected in the test scores. The brain level, finally, refers to the neural underpinnings and substrates to the cognitive processes. The recent decades have witnessed a dramatic increase in our knowledge about cognitive processes and the underlying neural substrates. Experimental techniques and paradigms have played an important role in the accumulation of new knowledge in this field. Thus, there is a need to present a collection of experimental paradigms and techniques to neuropsychology. Some of these paradigms and techniques have however a long history in neuropsychology, like dichotic listening and EEG measures, while others are new and novel to most neuropsychologists like animal model paradigms and brain imaging and brain stimulation. Experimental techniques typically aim at discovery of causal relationships and with a focus on search for mechanisms. In the first chapter, Merill Hiscock presents an overview of experimental techniques and its adaptation in clinical neuropsychology, with a focus on behavioral techniques and methods.
The Meyers Neuropsychological Battery
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Author : John Meyers
language : en
Publisher: Taylor & Francis
Release Date : 2025-02-04
The Meyers Neuropsychological Battery written by John Meyers and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-04 with Psychology categories.
This book presents detailed information on the Meyers Neuropsychological Battery (MNB) and the statistical system used to interpret the neuropsychological data patterns. By using the statistical methods a more consistent and appropriate interpretation can be made. This book contains information on normative data, performance validity, ecological validity, calculating strengths and weaknesses, comparison groups, and premorbid estimates as well as the statistical methods used with the MNB. The validity and reliability of the MNB as well as the ecological validity are all explained. Another area of detailed explanation is performance validity measures. This includes false positive rates as well as frequency of failures and passing rates for each individual performance validity measure. The statistical methods for group comparisons are demonstrated, which provides the reader with clear examples of how to apply the statistical methods to any test results. Answers are given for many of the questions asked about the MNB and the statistical methods. A modified Rohling's interpretive method is incorporated into the MNB, and demonstrates the benefit this model brings to data interpretation and practical application. This book will be an invaluable tool for clinical neuropsychologists, and all who assess and treat patients with cognitive impairment. The book is also for forensic neuropsychologists who wish to use an objective and consistent interpretive method, and lawyers and judges who wish to understand neuropsychological data and assessment.
Methodological And Biostatistical Foundations Of Clinical Neuropsychology And Medical And Health Disciplines
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Author : Domenic V Cicchetti
language : en
Publisher: CRC Press
Release Date : 2004-06-01
Methodological And Biostatistical Foundations Of Clinical Neuropsychology And Medical And Health Disciplines written by Domenic V Cicchetti and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-01 with Psychology categories.
The goal of the second edition is to introduce the advance undergraduate or graduate student and more seasoned research scientists in any of the allied health sciences to a wide array of methodological and biostatistical issues, as they occur in the context of both published and ongoing research. Some sixty-four articles published between 1992 and 2002 have been selected from the Journal of Clinical and Experimental Neuropsychology, The Clinical Neuropsychologist, and Child Neuropsychology and reproduced in this volume. While building upon a working knowledge and understanding of the basic univariate data analytic techniques and the research designs to which they apply, the approach to the more complex multivariate techniques is presented primarily at a conceptual and essentially non-mathematical level. While the issue of the complexity of some of the more recent and standard approaches to data analytic strategies, and their important role to specific research designs is important to convey, there remains an even more fundamental issue of whether the results of correctly applied data analytic strategies make any practical or clinical sense, above and beyond their having reached levels of "statistical significance". These critical issues are addressed throughout various commentaries that the editors make at appropriate points in the text. The volume will appeal to advanced undergraduate and graduate students as well as clinical neuropsychologists and research scientists in any of the allied health disciplines.
Textbook Of Clinical Neuropsychology
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Author : Joel E. Morgan
language : en
Publisher: Taylor & Francis
Release Date : 2016-02-26
Textbook Of Clinical Neuropsychology written by Joel E. Morgan and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-26 with Psychology categories.
Containing 50 chapters by some of the most prominent clinical neuropsychologists, the Textbook of Clinical Neuropsychology sets a new standard in the field in its scope, breadth, and scholarship. Unlike most other books in neuropsychology, the Textbook is organized primarily around syndromes, disorders, and related clinical phenomena. Written for the clinician at all levels of training, from the beginner to the journeyman, the Textbook presents contemporary clinical neuropsychology in a comprehensive volume. Chapters are rich with reviews of the literature and clinical case material spanning a range from pediatric to adult and geriatric disorders. Chapter authors are among the most respected in their field, leaders of American Neuropsychology, known for their scholarship and professional leadership. Rarely have so many distinguished members of one discipline been in one volume. This is essential reading for students of neuropsychology, and all others preparing for careers in the field.
A Student S Guide To Cognitive Neuropsychology
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Author : Ashok Jansari
language : en
Publisher: SAGE
Release Date : 2022-09-10
A Student S Guide To Cognitive Neuropsychology written by Ashok Jansari and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-10 with Psychology categories.
Written in a comprehensive and accessible style, A Student′s Guide to Cognitive Neuropsychology guides readers through the traditional areas of cognitive neuropsychology and beyond, applying core theoretical principles to real-world scenarios.
The Neuropsychology Of Mental Illness
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Author : Stephen J. Wood
language : en
Publisher: Cambridge University Press
Release Date : 2009-10
The Neuropsychology Of Mental Illness written by Stephen J. Wood and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10 with Medical categories.
Describes neuropsychological approaches to the investigation, description, measurement and management of a wide range of mental illnesses.
Neuropsychology Of Cancer And Oncology
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Author : Chad A. Noggle
language : en
Publisher: Springer Publishing Company
Release Date : 2013
Neuropsychology Of Cancer And Oncology written by Chad A. Noggle and has been published by Springer Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Medical categories.
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