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Two step multiple comparisons procedures for positively dependent data with application to detecting differences in human brain network topologies

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Multiple testing with test statistics following heavy-tailed distributions

Zhiwen Jiang

In multiple testing problems where the components come from a mixture model of noise and true effect, we seek to first test for the existence of the non-zero components, and then identify the true alternatives under a fixed significance level

\alpha

. Two ...

EPFL2021

Two step multiple comparisons procedures for positively dependent data with application to detecting differences in human brain network topologies

Graph Chatbot

Chattez avec Graph Search

Social Learning with Disparate Hypotheses

Multiple testing with test statistics following heavy-tailed distributions

Differentiation between benign and malignant vertebral compression fractures using qualitative and quantitative analysis of a single fast spin echo T2-weighted Dixon sequence

Learning and Adaptive Data Analysis via Maximal Leakage

Advantages of fluid and white matter suppression (FLAWS) with MP2RAGE compared with double inversion recovery turbo spin echo (DIR-TSE) at 7T

Validation of probabilistic classifiers

The detection of two-component mixture alternatives

Decreased integration and information capacity in stroke measured by whole brain models of resting state activity

Multiple comparisons procedures for complex dependent data with application to study human brain complex network properties

Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence

Multiple testing with test statistics following heavy-tailed distributions

Advantages of fluid and white matter suppression (FLAWS) with MP2RAGE compared with double inversion recovery turbo spin echo (DIR-TSE) at 7T

Social Learning with Disparate Hypotheses

The detection of two-component mixture alternatives

Learning and Adaptive Data Analysis via Maximal Leakage

Decreased integration and information capacity in stroke measured by whole brain models of resting state activity

Multiple comparisons procedures for complex dependent data with application to study human brain complex network properties

Differentiation between benign and malignant vertebral compression fractures using qualitative and quantitative analysis of a single fast spin echo T2-weighted Dixon sequence

Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence

Validation of probabilistic classifiers