Robust methods in Mendelian randomization via penalization of heterogeneous causal estimates

Evaluating the potential role of pleiotropy in Mendelian randomization studies

(2018) Gibran Hemani et al.   HUMAN MOLECULAR GENETICS

On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments

(2018) Frank Windmeijer et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases

(2018) Marie Verbanck et al.   NATURE GENETICS

Causal associations between risk factors and common diseases inferred from GWAS summary data

(2018) Zhihong Zhu et al.   Nature Communications

Diagnostics of Pleiotropy in Mendelian Randomization Studies: Global and Individual Tests for Direct Effects

(2018) James Y Dai et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Interpreting findings from Mendelian randomization using the MR-Egger method

(2017) Stephen Burgess et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

PhenoScanner: a database of human genotype–phenotype associations

(2016) James R. Staley et al.   BIOINFORMATICS

Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator

(2016) Jack Bowden et al.   GENETIC EPIDEMIOLOGY

Instrumental Variables Estimation With Some Invalid Instruments and its Application to Mendelian Randomization

(2016) Hyunseung Kang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Body mass index and psychiatric disorders: a Mendelian randomization study

(2016) Fernando Pires Hartwig et al.   Scientific Reports

Using published data in Mendelian randomization: a blueprint for efficient identification of causal risk factors

(2015) Stephen Burgess et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression

(2015) J. Bowden et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Identification and Inference With Many Invalid Instruments

(2015) Michal Kolesár et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Select the valid and relevant moments: An information-based LASSO for GMM with many moments

(2015) Xu Cheng et al.   JOURNAL OF ECONOMETRICS

Genetic studies of body mass index yield new insights for obesity biology

(2015) Adam E. Locke et al.   NATURE

Detecting pleiotropy in Mendelian randomisation studies with summary data and a continuous outcome

(2015) Fabiola Del Greco M et al.   STATISTICS IN MEDICINE

Biological insights from 108 schizophrenia-associated genetic loci

(2014)   NATURE

Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data

(2013) Stephen Burgess et al.   GENETIC EPIDEMIOLOGY

Use of allele scores as instrumental variables for Mendelian randomization

(2013) Stephen Burgess et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Common variants associated with plasma triglycerides and risk for coronary artery disease

(2013) Ron Do et al.   NATURE GENETICS

Discovery and refinement of loci associated with lipid levels

(2013) Cristen J Willer et al.   NATURE GENETICS

Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease

(2013) Jean-Charles Lambert et al.   NATURE GENETICS

Identifying the odds ratio estimated by a two-stage instrumental variable analysis with a logistic regression model

(2013) Stephen Burgess et al.   STATISTICS IN MEDICINE

Sharpening Wald-type inference in robust regression for small samples

(2011) Manuel Koller et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

On Instrumental Variables Estimation of Causal Odds Ratios

(2011) Stijn Vansteelandt et al.   STATISTICAL SCIENCE

Treatment-effect estimates adjusted for small-study effects via a limit meta-analysis

(2010) G. Rucker et al.   BIOSTATISTICS

Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology

(2007) Debbie A. Lawlor et al.   STATISTICS IN MEDICINE