Statistical Methods in Epilepsy

Released on by Sharon Chiang
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  • Statistical Methods in Epilepsy Book Detail

  • Author : Sharon Chiang
  • Release Date : 2024-03-25
  • Publisher : CRC Press
  • Genre : Medical
  • Pages : 489
  • ISBN 13 : 1003829317
  • File Size : 9,9 MB
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Statistical Methods in Epilepsy by Sharon Chiang PDF Summary

Book Description: Epilepsy research promises new treatments and insights into brain function, but statistics and machine learning are paramount for extracting meaning from data and enabling discovery. Statistical Methods in Epilepsy provides a comprehensive introduction to statistical methods used in epilepsy research. Written in a clear, accessible style by leading authorities, this textbook demystifies introductory and advanced statistical methods, providing a practical roadmap that will be invaluable for learners and experts alike. Topics include a primer on version control and coding, pre-processing of imaging and electrophysiological data, hypothesis testing, generalized linear models, survival analysis, network analysis, time-series analysis, spectral analysis, spatial statistics, unsupervised and supervised learning, natural language processing, prospective trial design, pharmacokinetic and pharmacodynamic modeling, and randomized clinical trials. Features: Provides a comprehensive introduction to statistical methods employed in epilepsy research Divided into four parts: Basic Processing Methods for Data Analysis; Statistical Models for Epilepsy Data Types; Machine Learning Methods; and Clinical Studies Covers methodological and practical aspects, as well as worked-out examples with R and Python code provided in the online supplement Includes contributions by experts in the field The handbook targets clinicians, graduate students, medical students, and researchers who seek to conduct quantitative epilepsy research. The topics covered extend broadly to quantitative research in other neurological specialties and provide a valuable reference for the field of neurology.

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Statistical Methods in Epilepsy

Statistical Methods in Epilepsy

File Size : 1,1 MB
Total View : 6989 Views
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Epilepsy research promises new treatments and insights into brain function, but statistics and machine learning are paramount for extracting meaning from data a

Statistical Methods in Epilepsy

Statistical Methods in Epilepsy

File Size : 51,51 MB
Total View : 3361 Views
DOWNLOAD

Epilepsy research promises new treatments and insights into brain function, but statistics and machine learning are paramount for extracting meaning from data a