User profiles for D. J. Balding

David Balding

Honorary positions at Melbourne Integrative Genomics, U Melbourne, and UCL Genetics …
Verified email at unimelb.edu.au
Cited by 48078

A tutorial on statistical methods for population association studies

DJ Balding - Nature reviews genetics, 2006 - nature.com
Although genetic association studies have been with us for many years, even for the simplest
analyses there is little consensus on the most appropriate statistical procedures. Here I …

Epigenome-wide association studies for common human diseases

VK Rakyan, TA Down, DJ Balding, S Beck - Nature Reviews Genetics, 2011 - nature.com
Despite the success of genome-wide association studies (GWASs) in identifying loci associated
with common diseases, a substantial proportion of the causality remains unexplained. …

Assessment of cumulative evidence on genetic associations: interim guidelines

…, AG Uitterlinden, P Vineis, DJ Balding… - International journal …, 2008 - academic.oup.com
Established guidelines for causal inference in epidemiological studies may be inappropriate
for genetic associations. A consensus process was used to develop guidance criteria for …

[BOOK][B] Handbook of statistical genetics

DJ Balding, M Bishop, C Cannings - 2008 - books.google.com
… David Balding-Department of Epidemiology & Public Health, Imperial College An advisor
for our Probability & Statistics series, Professor Balding is also a previous Wiley author, having …

A genome-wide association study identifies novel risk loci for type 2 diabetes

…, AV Pshezhetsky, M Prentki, BI Posner, DJ Balding… - Nature, 2007 - nature.com
Type 2 diabetes mellitus results from the interaction of environmental factors with a combination
of genetic variants, most of which were hitherto unknown. A systematic search for these …

Approximate Bayesian computation in population genetics

MA Beaumont, W Zhang, DJ Balding - Genetics, 2002 - academic.oup.com
We propose a new method for approximate Bayesian statistical inference on the basis of
summary statistics. The method is suited to complex problems that arise in population genetics, …

Identifying adaptive genetic divergence among populations from genome scans

MA Beaumont, DJ Balding - Molecular ecology, 2004 - Wiley Online Library
The identification of signatures of natural selection in genomic surveys has become an area
of intense research, stimulated by the increasing ease with which genetic markers can be …

Inferring coalescence times from DNA sequence data

S Tavaré, DJ Balding, RC Griffiths, P Donnelly - Genetics, 1997 - academic.oup.com
The paper is concerned with methods for the estimation of the coalescence time (time since
the most recent common ancestor) of a sample of intraspecies DNA sequences. The …

Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation

…, MA Beaumont, CP Robert, JM Marin, DJ Balding… - …, 2008 - academic.oup.com
Genetic data obtained on population samples convey information about their evolutionary
history. Inference methods can extract part of this information but they require sophisticated …

[PDF][PDF] Improved heritability estimation from genome-wide SNPs

…, G Hemani, MR Johnson, DJ Balding - The American Journal of …, 2012 - cell.com
Estimation of narrow-sense heritability, h 2 , from genome-wide SNPs genotyped in unrelated
individuals has recently attracted interest and offers several advantages over traditional …