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20152026
most citedA Review of Statistical Methods in Imaging Genetics

7 citations · 16 across the 16 of their papers we have counts for

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Showing 2025Show all

4 papers · 1 filter

stat.ME2025

Generalized Jeffreys's approximate objective Bayes factor: Model-selection consistency, finite-sample accuracy, and statistical evidence in 71,126 clinical trial findings

Puneet Velidi, Zhengxiao Wei, Shreena Nisha Kalaria +4

Concerns about the misuse and misinterpretation of p-values and statistical significance have motivated alternatives for quantifying evidence. We define a generalized form of Jeffr…

stat.ME2025

Survival Analysis with Discrete Biomarkers Under a Semiparametric Bayesian Conditional Poisson Model

Aijun Yang, Phineas T. Hamilton, Brad H. Nelson +3

Discrete biomarkers derived as cell densities or counts from tissue microarrays and immunostaining are widely used to study immune signatures in relation to survival outcomes in ca…

math.ST2025

Strong Consistency of the SIMEX Estimator in Linear Regression with a Conditionally Poisson Covariate

Aijun Yang, Mary Lesperance, Farouk S. Nathoo

This paper considers estimation for linear regression analysis with covariate measurement error arising from Poisson surrogates. We consider cases where covariates follow a conditi…

stat.AP2025

A Wavelet-Based Framework for Mapping Long Memory in Resting-State fMRI: Age-Related Changes in the Hippocampus from the ADHD-200 Dataset

Yasaman Shahhosseini, Cédric Beaulac, Farouk S. Nathoo +1

Functional magnetic resonance imaging (fMRI) time series are known to exhibit long-range temporal dependencies that challenge traditional modeling approaches. In this study, we pro…