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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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