{"product_id":"neurodata-science-with-r-bridging-brain-research-and-statistics-9798296405371","title":"Neurodata Science with R: Bridging Brain Research and Statistics","description":"\u003cp\u003e • Author(s): Muminu O. Adamu | Mary M. Slessor | Olaoluwa S. Yaya\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eata Science with R: Bridging Brain Research and Statistics\u003c\/b\u003e is a comprehensive guide for researchers, students, and professionals who seek to explore the brain through the lens of data science. Combining the rigor of neuroscience with the versatility of R programming, this book equips readers to handle, analyze, and model neurobiological data across a wide range of applications.\u003cbr\u003eFrom EEG time series and fMRI brain maps to statistical modeling and machine learning, each chapter introduces core neuroscience concepts alongside step-by-step R implementations. With an emphasis on reproducibility, open science, and ethical practices, the book demystifies neurodata workflows and encourages readers to build their own pipelines-from data wrangling to publication-ready visualization.\u003cbr\u003eReaders will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLoad and preprocess neuroimaging formats (e.g., NIfTI, BIDS)\u003c\/li\u003e\n\u003cli\u003eAnalyze electrophysiological data using time-frequency tools\u003c\/li\u003e\n\u003cli\u003eBuild statistical models for cognitive and behavioral signals\u003c\/li\u003e\n\u003cli\u003eApply machine learning to decoding and classification tasks\u003c\/li\u003e\n\u003cli\u003eVisualize brain networks, cortical activity, and connectivity\u003c\/li\u003e\n\u003cli\u003eUse R packages like tidyverse, ggseg, fslr, brms, and tidymodels\u003c\/li\u003e\n\u003c\/ul\u003eThis book is ideal for neuroscience students transitioning into data science, data scientists entering neuroinformatics, or anyone seeking to conduct reproducible, statistically sound brain research using R.\u003cbr\u003eWhether you're working with experimental lab data, public repositories, or clinical EEG\/fMRI scans, \u003cb\u003eNeuroData Science with R\u003c\/b\u003e serves as your practical companion in navigating the complex but fascinating frontier between brain and data.","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333982507159,"sku":"9798296405371","price":1635.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798296405371.webp?v=1768671040","url":"https:\/\/atlanticbooks.com\/products\/neurodata-science-with-r-bridging-brain-research-and-statistics-9798296405371","provider":"Atlantic Books","version":"1.0","type":"link"}