A review of instrumental variable estimators for Mendelian randomization

Multivariable Mendelian Randomization: The Use of Pleiotropic Genetic Variants to Estimate Causal Effects

(2015) S. Burgess et al.   AMERICAN 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

Lack of Identification in Semiparametric Instrumental Variable Models With Binary Outcomes

(2014) Stephen Burgess et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Commentary

(2014) Dylan S. Small   EPIDEMIOLOGY

Instrumental Variable Analysis with a Nonlinear Exposure–Outcome Relationship

(2014) Stephen Burgess et al.   EPIDEMIOLOGY

Methodological Challenges in Mendelian Randomization

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Sample size and power calculations in Mendelian randomization with a single instrumental variable and a binary outcome

(2014) S. Burgess   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Testing for non-linear causal effects using a binary genotype in a Mendelian randomization study: application to alcohol and cardiovascular traits

(2014) Richard J Silverwood et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Using Multivariable Mendelian Randomization to Disentangle the Causal Effects of Lipid Fractions

(2014) Stephen Burgess et al.   PLoS One

The many weak instruments problem and Mendelian randomization

(2014) Neil M. Davies et al.   STATISTICS IN MEDICINE

Instrumental variable methods for causal inference

(2014) Michael Baiocchi et al.   STATISTICS IN MEDICINE

Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable Estimators

(2013) B. L. Pierce et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Confidence sets based on inverting Anderson-Rubin tests

(2013) Russell Davidson et al.   Econometrics Journal

Issues in the Reporting and Conduct of Instrumental Variable Studies

(2013) Neil M. Davies et al.   EPIDEMIOLOGY

Commentary

(2013) Sonja A. Swanson et al.   EPIDEMIOLOGY

Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data

(2013) Stephen Burgess et al.   GENETIC EPIDEMIOLOGY

Calculating statistical power in Mendelian randomization studies

(2013) Marie-Jo A Brion et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Power and sample size calculations for Mendelian randomization studies using one genetic instrument

(2013) G. Freeman et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Use of allele scores as instrumental variables for Mendelian randomization

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

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

Credible Mendelian Randomization Studies: Approaches for Evaluating the Instrumental Variable Assumptions

(2012) M. M. Glymour et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

The effect of non-differential measurement error on bias, precision and power in Mendelian randomization studies

(2012) Brandon L Pierce et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Instrumental Variable Estimators for Binary Outcomes

(2012) Paul S. Clarke et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes

(2012)   NATURE GENETICS

Improving bias and coverage in instrumental variable analysis with weak instruments for continuous and binary outcomes

(2012) Stephen Burgess et al.   STATISTICS IN MEDICINE

On the choice of parameterisation and priors for the Bayesian analyses of Mendelian randomisation studies

(2012) E. M. Jones et al.   STATISTICS IN MEDICINE

Use of Mendelian randomisation to assess potential benefit of clinical intervention

(2012) S. Burgess et al.   BMJ-British Medical Journal

Instrumental Variable Estimation of Causal Risk Ratios and Causal Odds Ratios in Mendelian Randomization Analyses

(2011) T. M. Palmer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Applied Nonparametric Instrumental Variables Estimation

(2011)   ECONOMETRICA

Avoiding bias from weak instruments in Mendelian randomization studies

(2011) Stephen Burgess et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Large-scale association analysis identifies 13 new susceptibility loci for coronary artery disease

(2011) Heribert Schunkert et al.   NATURE GENETICS

Using multiple genetic variants as instrumental variables for modifiable risk factors

(2011) Tom M Palmer et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

On Instrumental Variables Estimation of Causal Odds Ratios

(2011) Stijn Vansteelandt et al.   STATISTICAL SCIENCE

Two-stage instrumental variable methods for estimating the causal odds ratio: Analysis of bias

(2011) Bing Cai et al.   STATISTICS IN MEDICINE

Bias in causal estimates from Mendelian randomization studies with weak instruments

(2011) Stephen Burgess et al.   STATISTICS IN MEDICINE

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

(2010) G. Rucker et al.   BIOSTATISTICS

Robust confidence sets in the presence of weak instruments

(2010) Anna Mikusheva   JOURNAL OF ECONOMETRICS

Assumptions of IV Methods for Observational Epidemiology

(2010) Vanessa Didelez et al.   STATISTICAL SCIENCE

Mendelian randomization analysis of case-control data using structural mean models

(2010) Jack Bowden et al.   STATISTICS IN MEDICINE

Generalized Method of Moments With Many Weak Moment Conditions

(2009)   ECONOMETRICA

Illustrating bias due to conditioning on a collider

(2009) Stephen R Cole et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Genetically Elevated Lipoprotein(a) and Increased Risk of Myocardial Infarction

(2009) Pia R. Kamstrup   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Instrumental variables I: instrumental variables exploit natural variation in nonexperimental data to estimate causal relationships

(2009) Jeremy A. Rassen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Estimating effects from randomized trials with discontinuations: the need for intent-to-treat design and G-estimation

(2008) Sander Greenland et al.   Clinical Trials

Adjusting for bias and unmeasured confounding in Mendelian randomization studies with binary responses

(2008) Tom M Palmer et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Bootstrap validity for the score test when instruments may be weak

(2008) Marcelo J. Moreira et al.   JOURNAL OF ECONOMETRICS

War and Wages

(2008) Dylan S Small et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

‘Mendelian randomization’ equals instrumental variable analysis with genetic instruments

(2008) George L. Wehby et al.   STATISTICS IN MEDICINE

Mendelian Randomisation and Causal Inference in Observational Epidemiology

(2008) Nuala A Sheehan et al.   PLOS MEDICINE

Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling

(2007) Joseph V. Terza et al.   JOURNAL OF HEALTH ECONOMICS

Use of instrumental variables in the analysis of generalized linear models in the presence of unmeasured confounding with applications to epidemiological research

(2007) K. M. Johnston et al.   STATISTICS IN MEDICINE

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

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