{"product_id":"statistical-methods-in-epilepsy-hardback","title":"Statistical Methods in Epilepsy - Hardback","description":"\u003cp\u003eEpilepsy research promises new treatments and insights into brain function, but statistics and machine learning are paramount for extracting meaning from data and enabling discovery.\u003cstrong\u003e Statistical Methods in Epilepsy\u003c\/strong\u003e 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.\u003c\/p\u003e\u003cp\u003eTopics 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.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFeatures:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eProvides a comprehensive introduction to statistical methods employed in epilepsy research\u003c\/li\u003e \u003cli\u003eDivided into four parts: Basic Processing Methods for Data Analysis; Statistical Models for Epilepsy Data Types; Machine Learning Methods; and Clinical Studies\u003c\/li\u003e \u003cli\u003eCovers methodological and practical aspects, as well as worked-out examples with R and Python code provided in the online supplement\u003c\/li\u003e \u003cli\u003eIncludes contributions by experts in the field\u003c\/li\u003e \u003cli\u003e\u003ca href=\"https:\/\/github.com\/sharon-chiang\/Statistics-Epilepsy-Book\/\"\u003ehttps:\/\/github.com\/sharon-chiang\/Statistics-Epilepsy-Book\/\u003c\/a\u003e\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe 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.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45584669376750,"sku":"9781032184357","price":184.8,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/statistical-methods-in-epilepsy-hardback","provider":"Book Land AU","version":"1.0","type":"link"}