INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781461496021
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-50025
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Analysis of Neural Dat
General Material Designation
[Book]
First Statement of Responsibility
/ electronic resource
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY
Name of Publisher, Distributor, etc.
: Springer New York :Imprint: Springer,
Date of Publication, Distribution, etc.
, 2014.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XXV, 648 s. 135 illus., 17 illus. in color. , online resource..
SERIES
Series Title
(Springer Series in Statistics,0172-7397)
GENERAL NOTES
Text of Note
9781461496014.
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
CONTENTS NOTE
Text of Note
Summary: Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data provides a unified treatment of analytical methods that have become essential for contemporary researchers. Throughout the book ideas are illustrated with more than 100 examples drawn from the literature, ranging from electrophysiology, to neuroimaging, to behavior. By demonstrating the commonality among various statistical approaches the authors provide the crucial tools for gaining knowledge from diverse types of data. Aimed at experimentalists with only high-school level mathematics, as well as computationally-oriented neuroscientists who have limited familiarity with statistics, Analysis of Neural Data serves as both a self-contained introduction and a reference work.
Text of Note
Introduction -- Exploring Data -- Probability and Random Variables -- Random Vectors -- Important Probability Distributions -- Sequences of Random Variables -- Estimation and Uncertainty -- Estimation in Theory and Practice -- Uncertainty and the Bootstrap -- Statistical Significance -- General Methods for Testing Hypotheses -- Linear Regression -- Analysis of Variance -- Generalized Regression -- Nonparametric Regression -- Bayesian Methods -- Multivariate Analysis -- Time Series -- Point Processes -- Appendix: Mathematical Background -- Example Index -- Index -- Bibliography.
SERIES
Title
Springer Series in Statistics,0172-7397
TOPICAL NAME USED AS SUBJECT
Statistics
Neurosciences
Mathematical statistics
Statistics
Statistics for Life Sciences, Medicine, Health Sciences
Neurosciences
Statistical Theory and Methods
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - PRIMARY RESPONSIBILITY
Kass, Robert E..
PERSONAL NAME - SECONDARY RESPONSIBILITY
Eden, Uri T
Brown, Emery N
SpringerLink (Online service)
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9781461496014.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9781461496014.pdf
Electronic Format Type
متن
old catalog
p
BL
1
a
Y
