STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2-More complex methods of adjustment and advanced topics

Variable selection - A review and recommendations for the practicing statistician

(2018) Georg Heinze et al.   BIOMETRICAL JOURNAL

Measurement error is often neglected in medical literature: a systematic review

(2018) Timo B. Brakenhoff et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Epidemiologic analyses with error-prone exposures: Review of current practice and recommendations

(2018) Pamela A. Shaw et al.   ANNALS OF EPIDEMIOLOGY

Linear Model Selection When Covariates Contain Errors

(2017) Xinyu Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian Semiparametric Multivariate Density Deconvolution

(2017) Abhra Sarkar et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimation of radiation risk in presence of classical additive and Berkson multiplicative errors in exposure doses

(2016) S. V. Masiuk et al.   BIOSTATISTICS

Misclassification of outcome in case–control studies: Methods for sensitivity analysis

(2016) Rebecca Gilbert et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Bayesian correction for covariate measurement error: A frequentist evaluation and comparison with regression calibration

(2016) Jonathan W Bartlett et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Statistical issues related to dietary intake as the response variable in intervention trials

(2016) Ruth H. Keogh et al.   STATISTICS IN MEDICINE

Variable Selection for Semiparametric Varying Coefficient Partially Linear Errors-in-Variables (EV) Model with Missing Response

(2015) Hu Yang et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

Functional and Structural Methods With Mixed Measurement Error and Misclassification in Covariates

(2015) Grace Y. Yi et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Semiparametric Bayesian analysis of censored linear regression with errors-in-covariates

(2015) Samiran Sinha et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Sensitivity of regression calibration to non-perfect validation data with application to the Norwegian Women and Cancer Study

(2015) John P. Buonaccorsi et al.   STATISTICS IN MEDICINE

Deconvolution Estimation in Measurement Error Models: TheRPackagedecon

(2015) Xiao-Feng Wang et al.   Journal of Statistical Software

Nonparametric Kernel Methods with Errors-in-Variables: Constructing Estimators, Computing them, and Avoiding Common Mistakes

(2014) Aurore Delaigle   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors

(2014) Abhra Sarkar et al.   BIOMETRICS

Bias Analysis to Guide New Data Collection

(2014) Timothy L. Lash et al.  

Good practices for quantitative bias analysis

(2014) T. L. Lash et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors

(2014) Abhra Sarkar et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

SPADE, a New Statistical Program to Estimate Habitual Dietary Intake from Multiple Food Sources and Dietary Supplements

(2014) Arnold LM Dekkers et al.   JOURNAL OF NUTRITION

Impact of Uncertainties in Exposure Assessment on Estimates of Thyroid Cancer Risk among Ukrainian Children and Adolescents Exposed from the Chernobyl Accident

(2014) Mark P. Little et al.   PLoS One

Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model

(2014) Jonathan W Bartlett et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

STRengthening Analytical Thinking for Observational Studies: the STRATOS initiative

(2014) Willi Sauerbrei et al.   STATISTICS IN MEDICINE

A toolkit for measurement error correction, with a focus on nutritional epidemiology

(2014) Ruth H. Keogh et al.   STATISTICS IN MEDICINE

Accounting for Misclassified Outcomes in Binary Regression Models Using Multiple Imputation With Internal Validation Data

(2013) Jessie K. Edwards et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression

(2013) Laine Thomas et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Regression Calibration Is Valid When Properly Applied

(2013) Xiaomei Liao et al.   EPIDEMIOLOGY

Variable selection for semiparametric errors-in-variables regression model with longitudinal data

(2013) Ruiqin Tian et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity

(2012) Po-Ling Loh et al.   ANNALS OF STATISTICS

Using audit information to adjust parameter estimates for data errors in clinical trials

(2012) Bryan E Shepherd et al.   Clinical Trials

Adaptive LASSO for varying-coefficient partially linear measurement error models

(2012) HaiYing Wang et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment

(2011) Saijuan Zhang et al.   Annals of Applied Statistics

A Moment-Adjusted Imputation Method for Measurement Error Models

(2011) Laine Thomas et al.   BIOMETRICS

Validation Data-based Adjustments for Outcome Misclassification in Logistic Regression

(2011) Robert H. Lyles et al.   EPIDEMIOLOGY

On Using Summary Statistics From an External Calibration Sample to Correct for Covariate Measurement Error

(2011) Ying Guo et al.   EPIDEMIOLOGY

Methods for Estimation of Radiation Risk in Epidemiological Studies Accounting for Classical and Berkson Errors in Doses

(2011) Alexander Kukush et al.  

Estimating Usual Food Intake Distributions by Using the Multiple Source Method in the EPIC-Potsdam Calibration Study

(2011) Jennifer Haubrock et al.   JOURNAL OF NUTRITION

Dealing With Dietary Measurement Error in Nutritional Cohort Studies

(2011) Laurence S. Freedman et al.   JNCI-Journal of the National Cancer Institute

Variable selection in measurement error models

(2010) Yanyuan Ma et al.   BERNOULLI

A Population's Distribution of Healthy Eating Index-2005 Component Scores Can Be Estimated When More Than One 24-Hour Recall Is Available

(2010) Laurence S. Freedman et al.   JOURNAL OF NUTRITION

A mixed-effects model approach for estimating the distribution of usual intake of nutrients: The NCI method

(2010) Janet A. Tooze et al.   STATISTICS IN MEDICINE

Sensitivity analysis for misclassification in logistic regression via likelihood methods and predictive value weighting

(2010) Robert H. Lyles et al.   STATISTICS IN MEDICINE

Modeling Data with Excess Zeros and Measurement Error: Application to Evaluating Relationships between Episodically Consumed Foods and Health Outcomes

(2009) Victor Kipnis et al.   BIOMETRICS

Creating a demand for bias analysis in epidemiological research

(2009) M. P Fox   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Variable Selection for Partially Linear Models With Measurement Errors

(2009) Hua Liang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Correction for misclassification of a categorized exposure in binary regression using replication data

(2009) Ingvild Dalen et al.   STATISTICS IN MEDICINE

The BUGS project: Evolution, critique and future directions

(2009) David Lunn et al.   STATISTICS IN MEDICINE

Bayesian Methods for Correcting Misclassification

(2008) Richard F. MacLehose et al.   EPIDEMIOLOGY

Periconceptional maternal vitamin supplementation and childhood leukaemia: an uncertainty analysis

(2008) A M Jurek et al.   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Using Biomarker Data to Adjust Estimates of the Distribution of Usual Intakes for Misreporting: Application to Energy Intake in the US Population

(2008) Rivka Yanetz et al.   JOURNAL OF THE AMERICAN DIETETIC ASSOCIATION

Density Estimation in the Presence of Heteroscedastic Measurement Error

(2008) John Staudenmayer et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A comparison of regression calibration, moment reconstruction and imputation for adjusting for covariate measurement error in regression

(2008) Laurence S. Freedman et al.   STATISTICS IN MEDICINE

Maximum likelihood, multiple imputation and regression calibration for measurement error adjustment

(2008) Karen Messer et al.   STATISTICS IN MEDICINE

Maximum-likelihood and closed-form estimators of epidemiologic measures under misclassification

(2007) Sander Greenland   JOURNAL OF STATISTICAL PLANNING AND INFERENCE