Search results for " Methodology"

showing 10 items of 575 documents

Fast Estimation of Diffusion Tensors under Rician noise by the EM algorithm

2016

Diffusion tensor imaging (DTI) is widely used to characterize, in vivo, the white matter of the central nerve system (CNS). This biological tissue contains much anatomic, structural and orientational information of fibers in human brain. Spectral data from the displacement distribution of water molecules located in the brain tissue are collected by a magnetic resonance scanner and acquired in the Fourier domain. After the Fourier inversion, the noise distribution is Gaussian in both real and imaginary parts and, as a consequence, the recorded magnitude data are corrupted by Rician noise. Statistical estimation of diffusion leads a non-linear regression problem. In this paper, we present a f…

FOS: Computer and information sciencesreduced computationGaussianModels NeurologicalDatasets as Topicta3112Statistics - ComputationStatistics - ApplicationsTime030218 nuclear medicine & medical imagingMethodology (stat.ME)Diffusion03 medical and health sciencessymbols.namesake0302 clinical medicineScoring algorithmRician fadingPrior probabilityExpectation–maximization algorithmImage Processing Computer-AssistedMaximum a posteriori estimationHumansApplications (stat.AP)Computer SimulationComputation (stat.CO)Statistics - MethodologyMathematicsta112Likelihood FunctionsGeneral NeuroscienceBrainEstimatormaximum likelihood estimatorFisher scoringMagnetic Resonance ImagingWhite MatterRician likelihoodDiffusion Tensor ImagingFourier transformNonlinear Dynamicssymbolsmaximum a posteriori estimatorAlgorithmAlgorithms030217 neurology & neurosurgerydata augmentation
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Supplemental Material, Online_supplement_4_-_Tutorial_on_calculations - An Updated Guideline for Assessing Discriminant Validity

2020

Supplemental Material, Online_supplement_4_-_Tutorial_on_calculations for An Updated Guideline for Assessing Discriminant Validity by Mikko Rönkkö and Eunseong Cho in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, Coloring_and_code_issues_appen - On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and Recomme…

2019

Supplemental Material, Coloring_and_code_issues_appen for On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and Recommendations by John Antonakis, Nicolas Bastardoz and Mikko Rönkkö in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, sj-docx-1-orm-10.1177_1094428119877457 - On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and…

2021

Supplemental Material, sj-docx-1-orm-10.1177_1094428119877457 for On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and Recommendations by John Antonakis, Nicolas Bastardoz and Mikko Rönkkö in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, Coding_book - On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and Recommendations

2019

Supplemental Material, Coding_book for On Ignoring the Random Effects Assumption in Multilevel Models: Review, Critique, and Recommendations by John Antonakis, Nicolas Bastardoz and Mikko Rönkkö in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, Online_supplement_5_-_Deriving_a_cutoff_based_on_simulation_results - An Updated Guideline for Assessing Discriminant Validity

2020

Supplemental Material, Online_supplement_5_-_Deriving_a_cutoff_based_on_simulation_results for An Updated Guideline for Assessing Discriminant Validity by Mikko Rönkkö and Eunseong Cho in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Online_Supplement_S-3 - Introducing Continuous Time Meta-Analysis (CoTiMA)

2019

Online_Supplement_S-3 for Introducing Continuous Time Meta-Analysis (CoTiMA) by Christian Dormann, Christina Guthier and Jose M. Cortina in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, sj-pdf-1-orm-10.1177_1094428121991907 - Eight Simple Guidelines for Improved Understanding of Transformations and Nonlinear Ef…

2021

Supplemental Material, sj-pdf-1-orm-10.1177_1094428121991907 for Eight Simple Guidelines for Improved Understanding of Transformations and Nonlinear Effects by Mikko Rönkkö, Eero Aalto, Henni Tenhunen and Miguel I. Aguirre-Urreta in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Supplemental Material, Online_supplement_2_-_Full_simulation_code - An Updated Guideline for Assessing Discriminant Validity

2020

Supplemental Material, Online_supplement_2_-_Full_simulation_code for An Updated Guideline for Assessing Discriminant Validity by Mikko Rönkkö and Eunseong Cho in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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Online_Supplement_S-4 - Introducing Continuous Time Meta-Analysis (CoTiMA)

2019

Online_Supplement_S-4 for Introducing Continuous Time Meta-Analysis (CoTiMA) by Christian Dormann, Christina Guthier and Jose M. Cortina in Organizational Research Methods

FOS: Economics and business150310 Organisation and Management Theory160807 Sociological Methodology and Research MethodsFOS: Sociology
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