Verfügbarkeit: Analysis of neural data

Analysis of neural data:

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Bibliographische Detailangaben
Hauptverfasser:	Kass, Robert E. 1952- (VerfasserIn), Eden, Uri T. (VerfasserIn), Brown, Emery N. (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	New York, NY [u.a.] Springer 2014
Schriftenreihe:	Springer series in statistics
Schlagworte:	Neurowissenschaften Statistik
Online-Zugang:	DE-634 DE-861 DE-91 DE-384 DE-19 DE-703 DE-20 DE-739 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource
ISBN:	9781461496014 9781461496021
DOI:	10.1007/978-1-4614-9602-1

Internformat

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Datensatz im Suchindex

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adam_text	ANALYSIS OF NEURAL DATA / KASS, ROBERT E. : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. ANALYSIS OF NEURAL DATA / KASS, ROBERT E. : 2014 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Kass, Robert E. 1952- Eden, Uri T. Brown, Emery N.
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discipline	Physik Biologie Informatik Mathematik
doi_str_mv	10.1007/978-1-4614-9602-1
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subject_GND	(DE-588)7555119-6 (DE-588)4056995-0
title	Analysis of neural data
title_auth	Analysis of neural data
title_exact_search	Analysis of neural data
title_full	Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown
title_fullStr	Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown
title_full_unstemmed	Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown
title_short	Analysis of neural data
title_sort	analysis of neural data
topic	Neurowissenschaften (DE-588)7555119-6 gnd Statistik (DE-588)4056995-0 gnd
topic_facet	Neurowissenschaften Statistik
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