Review and further developments in statistical corrections for Winner's Curse in genetic association studies

A Forde, G Hemani, J Ferguson - PLoS Genetics, 2023 - journals.plos.org
Genome-wide association studies (GWAS) are commonly used to identify genomic variants
that are associated with complex traits, and estimate the magnitude of this association for …

A genome-wide scan for common alleles affecting risk for autism

R Anney, L Klei, D Pinto, R Regan… - Human molecular …, 2010 - academic.oup.com
Although autism spectrum disorders (ASDs) have a substantial genetic basis, most of the
known genetic risk has been traced to rare variants, principally copy number variants …

Tweedie's formula and selection bias

B Efron - Journal of the American Statistical Association, 2011 - Taylor & Francis
We suppose that the statistician observes some large number of estimates zi, each with its
own unobserved expectation parameter μi. The largest few of the zi's are likely to …

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

K Lekadir, AF Frangi, AR Porras, B Glocker, C Cintas… - bmj, 2025 - bmj.com
Despite major advances in artificial intelligence (AI) research for healthcare, the deployment
and adoption of AI technologies remain limited in clinical practice. This paper describes the …

Genome-wide association for major depressive disorder: a possible role for the presynaptic protein piccolo

PF Sullivan, EJC de Geus, G Willemsen… - Molecular …, 2009 - nature.com
Major depressive disorder (MDD) is a common complex trait with enormous public health
significance. As part of the Genetic Association Information Network initiative of the US …

Overcoming the winner's curse: estimating penetrance parameters from case-control data

S Zöllner, JK Pritchard - The American Journal of Human Genetics, 2007 - cell.com
Genomewide association studies are now a widely used approach in the search for loci that
affect complex traits. After detection of significant association, estimates of penetrance and …

Power, false discovery rate and Winner's Curse in eQTL studies

QQ Huang, SC Ritchie, M Brozynska… - Nucleic acids …, 2018 - academic.oup.com
Investigation of the genetic architecture of gene expression traits has aided interpretation of
disease and trait-associated genetic variants; however, key aspects of expression …

Clarifying the causes of consistent and inconsistent findings in genetics

S Dattani, DM Howard, CM Lewis… - Genetic …, 2022 - Wiley Online Library
As research in genetics has advanced, some findings have been unexpected or shown to be
inconsistent between studies or datasets. The reasons these inconsistencies arise are …

Quantifying and correcting for the winner's curse in genetic association studies

R **ao, M Boehnke - … The Official Publication of the International …, 2009 - Wiley Online Library
Genetic association studies are a powerful tool to detect genetic variants that predispose to
human disease. Once an associated variant is identified, investigators are also interested in …

Estimating effects and making predictions from genome-wide marker data

ME Goddard, NR Wray, K Verbyla… - Statistical science, 2009 - projecteuclid.org
In genome-wide association studies (GWAS), hundreds of thousands of genetic markers
(SNPs) are tested for association with a trait or phenotype. Reported effects tend to be larger …