Description: About this Item The item is a book Hardback The Author Name is Daniel Durstewitz The Title is Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models Condition New Other Comments Pages Count - 320. Binding type - Hardcover. Content Language - English Category - MEDICAL / Biostatistics MATHEMATICS / Probability & Statistics / General MEDICAL / Neuroscience Product Description - 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 We Use Stock Images Because we have over 2 million items for sale we have to use stock images, this listing does not include the actual image of the item for sale. The purchase of this specific item is made with the understanding that the image shown in this listing is a stock image and not the actual item for sale. For example: some of our stock images include stickers, labels, price tags, hyper stickers, obi's, promotional messages, signatures and or writing which may not be available in the actual item. When possible we will add details of the items we are selling to help buyers know what is included in the item for sale. The details are provided automatically from our central master database and can sometimes be wrong. Books are released in many editions and variations, such as standard edition, re-issue, not for sale, promotional, special edition, limited edition, and many other editions and versions. The Book you receive could be any of these editions or variations. If you are looking for a specific edition or version please contact us to verify what we are selling. Gift IdeasThis is a great Christmas gift idea. Hours of ServiceWe have many warehouses, some of the warehouses process orders seven days a week, but the Administration Support Staff are located at a head office location, outside of the warehouses, and typically work only Monday to Friday. Location ID 9000z iHaveit SKU ID 166325050
Price: 86.34 USD
Location: US
End Time: 2024-12-10T18:39:45.000Z
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Refund will be given as: Money Back
Fiction/Non-Fiction: Non-Fiction
Genre/Subject: MEDICAL / Biostatistics
Brand: Bernstein Series in Computational Neuroscience
Weight: 0.63
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Title: Advanced Data Analysis in Neuroscience Integrating Statistical
Release Title: Advanced Data Analysis in Neuroscience Integrating Statistical
Record Grading: New
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Film/TV Title: Advanced Data Analysis in Neuroscience Integrating Statistical
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Movie/TV Title: Advanced Data Analysis in Neuroscience Integrating Statistical
UPC: 9783319599748
EAN: 9783319599748
ISBN: 9783319599748
Binding Type: Hardcover
Item Height: 19.05
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Metal Purity: NA
Metal: NA
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Number of Pages: Xxv, 292 Pages
Publication Name: Advanced Data Analysis in Neuroscience : Integrating Statistical and Computational Models
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2017
Subject: Biostatistics, Life Sciences / Neuroscience, Probability & Statistics / General
Item Weight: 212.8 Oz
Type: Textbook
Author: Daniel Durstewitz
Subject Area: Mathematics, Science, Medical
Item Length: 9.3 in
Series: Bernstein Series in Computational Neuroscience Ser.
Item Width: 6.1 in
Format: Hardcover
