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The Dowser in the Fields: Searching for MEG Sources

Sylvain Baillet

in MEG: An Introduction to Methods

Published in print:
2010
Published Online:
September 2010
ISBN:
9780195307238
eISBN:
9780199863990
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195307238.003.0005
Subject:
Neuroscience, Behavioral Neuroscience, Techniques

This chapter reviews the statistical tools available for the analysis of distributed activation maps defined either on the 2D cortical surface or throughout the 3D brain volume. Statistical analysis ... More


Statistical Inference in MEG Distributed Source Imaging

Dimitrios Pantazis and Richard M. Leahy

in MEG: An Introduction to Methods

Published in print:
2010
Published Online:
September 2010
ISBN:
9780195307238
eISBN:
9780199863990
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195307238.003.0010
Subject:
Neuroscience, Behavioral Neuroscience, Techniques

This chapter reviews the statistical tools available for the analysis of distributed activation maps defined either on the 2D cortical surface or throughout the 3D brain volume. Statistical analysis ... More


The General Linear Population Model

Raymond L. Chambers and Robert G. Clark

in An Introduction to Model-Based Survey Sampling with Applications

Published in print:
2012
Published Online:
May 2012
ISBN:
9780198566625
eISBN:
9780191738449
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198566625.003.0007
Subject:
Mathematics, Probability / Statistics

All of the models discussed in chapters 3 through 6 are special cases of the correlated general linear population model. This chapter describes the general linear population model, and the correlated ... More


Basic Concepts and Assumptions

Patrick Dattalo

in Strategies to Approximate Random Sampling and Assignment

Published in print:
2009
Published Online:
February 2010
ISBN:
9780195378351
eISBN:
9780199864645
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195378351.003.0001
Subject:
Social Work, Research and Evaluation

This chapter defines important terms and concepts. It is assumed that readers are familiar with issues related to the appropriate application of each statistical procedure in terms of assumptions and ... More


Overview of fMRI analysis

Stephen M. Smith

in Functional Magnetic Resonance Imaging: An Introduction to Methods

Published in print:
2001
Published Online:
March 2012
ISBN:
9780192630711
eISBN:
9780191724770
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780192630711.003.0011
Subject:
Neuroscience, Techniques

This chapter gives an overview of the various analysis steps that are required after a functional magnetic resonance imaging (fMRI) experiment has been designed and carried out. The resulting data ... More


Bayesian Treatments of Neuroimaging Data

Will Penny and Karl Friston

in Bayesian Brain: Probabilistic Approaches to Neural Coding

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262042383
eISBN:
9780262294188
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262042383.003.0005
Subject:
Neuroscience, Disorders of the Nervous System

This chapter describes the application of Bayesian methods to neuroimaging data. First, it introduces a functional magnetic resonance imaging (fMRI) data set that is analysed using posterior ... More


Quantitative Approaches: Mathematical Metaphors for Eternity

Andrew R. Hom

in International Relations and the Problem of Time

Published in print:
2020
Published Online:
July 2020
ISBN:
9780198850014
eISBN:
9780191884474
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198850014.003.0007
Subject:
Political Science, International Relations and Politics

Chapter six confronts the hard case of quantitative research, which seems firmly based on “timeless” mathematical formulas and Western standard time. It thus appears most resistant to interpretation ... More


Regression

Peter Miksza and Kenneth Elpus

in Design and Analysis for Quantitative Research in Music Education

Published in print:
2018
Published Online:
March 2018
ISBN:
9780199391905
eISBN:
9780199391943
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199391905.003.0010
Subject:
Music, Theory, Analysis, Composition, Performing Practice/Studies

This chapter presents the logic and technique of analyzing data using simple linear regression and multiple linear regression. Regression is a remarkably versatile statistical procedure that can be ... More


Multivariate Pattern Analysis of fMRI Data: High-Dimensional Spaces for Neural and Cognitive Representations

James V. Haxby

in Foundational Issues in Human Brain Mapping

Published in print:
2010
Published Online:
August 2013
ISBN:
9780262014021
eISBN:
9780262265850
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262014021.003.0006
Subject:
Psychology, Neuropsychology

This chapter focuses on the approaches to functional magnetic resonance imaging (fMRI) data analysis. It sketches the difference between the univariate analysis of fMRI data based on a general linear ... More


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