Irene Petersen

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All published works

Action	Title	Year	Authors
+ PDF Chat	Two Stage Least Squares with Time-Varying Instruments: An Application to an Evaluation of Treatment Intensification for Type-2 Diabetes	2024	Daniel Tompsett Stijn Vansteelandt Richard Grieve Irene Petersen Manuel Gomes
+	Understanding the impact of non-shared unmeasured confounding on the sibling comparison analysis	2023	Buket Öztürk Esen Véra Ehrenstein Irene Petersen Henrik Toft Sørensen Lars Pedersen
+ PDF Chat	Current Practices in Missing Data Handling for Interrupted Time Series Studies Performed on Individual-Level Data: A Scoping Review in Health Research	2021	Juan Carlos Bazo‐Alvarez Tim P. Morris James R. Carpenter Irene Petersen
+ PDF Chat	<p>Three Quarters of People with SARS-CoV-2 Infection are Asymptomatic: Analysis of English Household Survey Data</p>	2020	Irene Petersen Andrew Phillips
+ PDF Chat	<p>Handling Missing Values in Interrupted Time Series Analysis of Longitudinal Individual-Level Data</p>	2020	Juan Carlos Bazo‐Alvarez Tim P. Morris Tra My Pham James R. Carpenter Irene Petersen
+	Impact of Being Eligible for Type 2 Diabetes Treatment on All-Cause Mortality and Cardiovascular Events: Regression Discontinuity Design Study	2020	Irene Petersen Nicolaisen SK Federico Ricciardi Manuj Sharma Thomsen RW G. Baio Lars Pedersen
+	Propensity score stratification and inverse probability weighting compared to surgical randomised clinical trial results in device epidemiology	2019	Vicky Y. Strauss Albert Prats‐Uribe Klára Berencsi A Carr Andrew Judge A J Silman David Murray N K Arden Irene Petersen Daniel J. Beard
+ PDF Chat	Observational studies of treatment effectiveness: worthwhile or worthless?	2018	Manuj Sharma Irwin Nazareth Irene Petersen
+ PDF Chat	The reporting of studies conducted using observational routinely collected health data statement for pharmacoepidemiology (RECORD-PE)	2018	Sinéad Langan Sigrún Alba Jóhannesdóttir Schmidt Kevin Wing Véra Ehrenstein Stuart G. Nicholls Kristian B. Filion Olaf H. Klungel Irene Petersen Henrik Toft Sørensen William G Dixon
+ PDF Chat	Population‐calibrated multiple imputation for a binary/categorical covariate in categorical regression models	2018	Tra My Pham James R. Carpenter Tim P. Morris Angela Wood Irene Petersen
+ PDF Chat	The impact of different strategies to handle missing data on both precision and bias in a drug safety study: a multidatabase multinational population-based cohort study	2018	Elisa Martín‐Merino Amaia Calderón‐Larrañaga Samuel Hawley Beatriz Poblador‐Plou Ana Llorente‐García Irene Petersen Daniel Prieto‐Alhambra
+ PDF Chat	Weighted multiple imputation of ethnicity data that are missing not at random in primary care databases	2017	Tra My Pham Irene Petersen James R. Carpenter Tim P. Morris
+ PDF Chat	Missing data and multiple imputation in clinical epidemiological research	2017	Alma B Pedersen Ellen M. Mikkelsen Deirdre Cronin‐Fenton Nickolaj Risbo Kristensen Tra My Pham Lars Pedersen Irene Petersen
+	Das RECORD-Statement zum Berichten von Beobachtungsstudien, die routinemäßig gesammelte Gesundheitsdaten verwenden = The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) statement	2016	Eric I. Benchimol Liam Smeeth Astrid Guttmann Katie Harron LG Hemkens David Moher Irene Petersen Sørensen Ht Erik von Elm Sinéad Langan
+ PDF Chat	Self controlled case series methods: an alternative to standard epidemiological study designs	2016	Irene Petersen Ian Douglas Heather Whitaker
+ PDF Chat	Regression discontinuity designs: an approach to the evaluation of treatment efficacy in primary care using observational data	2014	Aidan G. O’Keeffe Sara Geneletti Gianluca Baio Linda Sharples Irwin Nazareth Irene Petersen
+ PDF Chat	Application of Multiple Imputation using the Two-Fold Fully Conditional Specification Algorithm in Longitudinal Clinical Data	2014	Catherine Welch Jonathan Bartlett Irene Petersen
+ PDF Chat	Evaluation of two‐fold fully conditional specification multiple imputation for longitudinal electronic health record data	2014	Catherine Welch Irene Petersen Jonathan Bartlett Ian R. White Louise Marston Richard Morris Irwin Nazareth Kate Walters James R. Carpenter
+ PDF Chat	Making inferences on treatment effects from real world data: propensity scores, confounding by indication, and other perils for the unwary in observational research	2013	Nick Freemantle Louise Marston Kate Walters John Wood Matthew R. Reynolds Irene Petersen
+	Multiple Imputation of Missing Data in Longitudinal Electronic Health Records	2013	Irene Petersen Catherine Welch Jonathan Bartlett Richard Morris Kate Walters Irwin Nazareth Louise Marston Ian R. White James R. Carpenter
+	Multiple imputation of missing data in longitudinal health records	2013	Irene Petersen Catherine Welch
+	Multiple imputation of missing data in longitudinal health records	2013	Irene Petersen Catherine Welch
+	Two‐stage method to remove population‐ and individual‐level outliers from longitudinal data in a primary care database	2011	Catherine Welch Irene Petersen Kate Walters Richard Morris Irwin Nazareth E. Kalaitzaki Ian R. White Louise Marston James R. Carpenter
+	Testing the performance of the two fold FCS algorithm for multiple imputation of longitudinal clinical records	2011	Irene Petersen Catherine Welch Jonathan Bartlett Ian R. White Richard Morris Louise Marston Kate Walters Irwin Nazareth James R. Carpenter
+	Multiple Imputation for Missing Data in Electronic Health Databases: Practical Issues and Some Solutions	2011	James R. Carpenter Irene Petersen C Welch Jonathan Bartlett Kate Walters Richard Morris Ian R. White Louise Marston Irwin Nazareth
+	Testing the performance of the two fold FCS algorithm for multiple imputation of longitudinal clinical records	2011	Irene Petersen Catherine Welch Jonathan Bartlett Ian R. White Richard Morris Louise Marston Kate Walters Irwin Nazareth James R. Carpenter
+	Simulation of "forward-backward" multiple-imputation technique in longitudinal clinical dataset	2010	Catherine Welch Irene Petersen James R. Carpenter
+	Issues in multiple imputation of missing data for large general practice clinical databases	2010	Louise Marston James R. Carpenter Kate Walters Richard Morris Irwin Nazareth Irene Petersen
+	Simulation of "forward-backward" multiple-imputation technique in longitudinal clinical dataset	2010	Catherine Welch Irene Petersen James R. Carpenter

Common Coauthors

Coauthor	Papers Together
James R. Carpenter	13
Catherine Welch	10
Irwin Nazareth	9
Louise Marston	8
Richard Morris	7
Jonathan Bartlett	6
Ian R. White	6
Kate Walters	5
Tim P. Morris	4
Tra My Pham	4
Kate Walters	3
Lars Pedersen	3
Sinéad Langan	2
David Moher	2
Henrik Toft Sørensen	2
Eric I. Benchimol	2
Juan Carlos Bazo‐Alvarez	2
Astrid Guttmann	2
Manuj Sharma	2
Véra Ehrenstein	2
Liam Smeeth	2
Erik von Elm	2
Katie Harron	2
Nick Freemantle	1
Alma B Pedersen	1
Sigrún Alba Jóhannesdóttir Schmidt	1
Ellen M. Mikkelsen	1
Daniel Prieto‐Alhambra	1
Olaf H. Klungel	1
Shirley Wang	1
Stijn Vansteelandt	1
Daniel J. Beard	1
Kristian B. Filion	1
D Prieto Alhambra	1
Ana Llorente‐García	1
A J Silman	1
Sara Geneletti	1
Andrew Judge	1
Deirdre Cronin‐Fenton	1
Sarah E Lamb	1
Ian Douglas	1
Klára Berencsi	1
Lars G. Hemkens	1
N K Arden	1
William G Dixon	1
Aidan G. O’Keeffe	1
John Wood	1
Daniel Tompsett	1
Stuart G. Nicholls	1
Federico Ricciardi	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls	2009	Jonathan A C Sterne Ian R. White John B. Carlin Michael Spratt Patrick Royston Michael G. Kenward Angela Wood James R. Carpenter	6
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	4
+	Multiple imputation using chained equations: Issues and guidance for practice	2010	Ian R. White Patrick Royston Angela Wood	4
+	Missing values in longitudinal dietary data: A multiple imputation approach based on a fully conditional specification	2009	Jaakko Nevalainen Michael G. Kenward Suvi Μ. Virtanen	4
+	Multiple imputation of missing blood pressure covariates in survival analysis	1999	Stef van Buuren Hendriek C. Boshuizen D.L. Knook	4
+	Multiple imputation of discrete and continuous data by fully conditional specification	2007	Stef van Buuren	3
+ PDF Chat	Use of Multiple Imputation in the Epidemiologic Literature	2008	Mark A. Klebanoff Stephen R. Cole	3
+	Issues in multiple imputation of missing data for large general practice clinical databases	2010	Louise Marston James R. Carpenter Kate Walters Richard Morris Irwin Nazareth Irene Petersen	3
+	Flexible Imputation of Missing Data	2012	Stef van Buuren	3
+ PDF Chat	Missing data and multiple imputation in clinical epidemiological research	2017	Alma B Pedersen Ellen M. Mikkelsen Deirdre Cronin‐Fenton Nickolaj Risbo Kristensen Tra My Pham Lars Pedersen Irene Petersen	3
+ PDF Chat	Review: A gentle introduction to imputation of missing values	2006	A. Rogier T. Donders Geert J. M. G. van der Heijden Theo Stijnen Karel G.M. Moons	2
+ PDF Chat	Interrupted time series regression for the evaluation of public health interventions: a tutorial	2016	Jamie Lopez Bernal Steven Cummins Antonio Gasparrini	2
+ PDF Chat	Self controlled case series methods: an alternative to standard epidemiological study designs	2016	Irene Petersen Ian Douglas Heather Whitaker	2
+	Missing value imputation in longitudinal measures of alcohol consumption	2011	Ulrike Grittner Gerhard Gmel Samuli Ripatti Kim Bloomfield Matthias Wicki	2
+ PDF Chat	The use of controls in interrupted time series studies of public health interventions	2018	Jamie Lopez Bernal Steven Cummins Antonio Gasparrini	2
+	Multiple Imputation and its Application	2012	James R. Carpenter Michael G. Kenward	2
+ PDF Chat	A methodological framework for model selection in interrupted time series studies	2018	Jamie Lopez Bernal Stephen B. Soumerai Antonio Gasparrini	2
+	A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses	1995	Sander Greenland William D. Finkle	2
+ PDF Chat	Validity of the Percent Reduction in Standard Deviation Outlier Test for Screening Laboratory Means from a Collaborative Study	2003	Foster D McClure Jung‐Keun Lee Dennis B. Wilson	2
+ PDF Chat	Information-Anchored Sensitivity Analysis: Theory and Application	2018	Suzie Cro James R. Carpenter Michael G. Kenward	2
+	A comparison of inclusive and restrictive strategies in modern missing data procedures.	2001	Linda M. Collins Joseph L. Schafer Chi-Ming Kam	2
+ PDF Chat	Application of Multiple Imputation using the Two-Fold Fully Conditional Specification Algorithm in Longitudinal Clinical Data	2014	Catherine Welch Jonathan Bartlett Irene Petersen	2
+	Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model	2014	Jonathan Bartlett Shaun R. Seaman Ian R. White James R. Carpenter	2
+ PDF Chat	Point: Incident Exposures, Prevalent Exposures, and Causal Inference: Does Limiting Studies to Persons Who Are Followed From First Exposure Onward Damage Epidemiology?	2015	Jan P. Vandenbroucke Neil Pearce	2
+ PDF Chat	Imputing missing covariate values for the Cox model	2009	Ian R. White Patrick Royston	2
+	Multiple imputation and its application	2013	James R. Carpenter M. G. Kenward	2
+	Inference and missing data	1976	Donald B. Rubin	2
+ PDF Chat	Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.	2016	Miguel A. Hernán James M. Robins	2
+	Propensity scores: From naïve enthusiasm to intuitive understanding	2011	Elizabeth Williamson Ruth Morley Alan Lucas James R. Carpenter	2
+ PDF Chat	Confounding: What it is and how to deal with it	2007	Kitty J. Jager Carmine Zoccali Alison M. MacLeod Friedo W. Dekker	1
+	Multiple imputation: current perspectives	2007	Michael G. Kenward James R. Carpenter	1
+ PDF Chat	Combining the regression discontinuity design and propensity score‐based weighting to improve causal inference in program evaluation	2012	Ariel Linden John Adams	1
+	Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables	2010	Ian R. White Rhian Daniel Patrick Royston	1
+ PDF Chat	Pattern-Mixture Models for Multivariate Incomplete Data	1993	Roderick J. A. Little	1
+	State of the Multiple Imputation Software	2011	Recai Yucel	1
+	A Positive Event Dependence Model for Self‐Controlled Case Series with Applications in Postmarketing Surveillance	2012	Shawn Simpson	1
+ PDF Chat	Making inferences on treatment effects from real world data: propensity scores, confounding by indication, and other perils for the unwary in observational research	2013	Nick Freemantle Louise Marston Kate Walters John Wood Matthew R. Reynolds Irene Petersen	1
+	Reducing Bias in Observational Studies Using Subclassification on the Propensity Score	1984	Paul R. Rosenbaum Donald B. Rubin	1
+ PDF Chat	Multiple Imputation of Missing Values: Update of Ice	2005	Patrick Royston	1
+	Self‐controlled case series method with smooth age effect	2013	Yonas Weldeselassie Heather Whitaker Paddy Farrington	1
+ PDF Chat	The rise of multiple imputation: a review of the reporting and implementation of the method in medical research	2015	Panteha Hayati Rezvan Katherine J. Lee J. A. Simpson	1
+	Sibling Comparison Designs	2012	Thomas Frisell Anna Sara Öberg Ralf Kuja‐Halkola Arvid Sjölander	1
+ PDF Chat	Detecting outliers when fitting data with nonlinear regression – a new method based on robust nonlinear regression and the false discovery rate	2006	Harvey Motulsky Ronald E. Brown	1
+ PDF Chat	Introduction to propensity scores	2014	Elizabeth Williamson Andrew Forbes	1
+	Limitations of individual causal models, causal graphs, and ignorability assumptions, as illustrated by random confounding and design unfaithfulness	2015	Sander Greenland Mohammad Alì Mansournia	1
+	Missing data assumptions and methods in a smoking cessation study	2010	Sunni A. Barnes Michael Larsen Darrell R. Schroeder Andrew C. Hanson Paul A. Decker	1
+	Propensity score methods gave similar results to traditional regression modeling in observational studies: a systematic review	2005	Baiju R. Shah Andreas Laupacis Janet E. Hux Peter C. Austin	1
+	Air Pollution and Hospital Admissions for Heart Disease in Eight U.S. Counties	1999	Sander Greenland J. Pearl James M. Robins	1
+	Sensitivity analysis and external adjustment for unmeasured confounders in epidemiologic database studies of therapeutics	2006	Sebastian Schneeweiß	1
+ PDF Chat	Within-Individual Dependence in Self-Controlled Case Series Models for Recurrent Events	2010	Paddy Farrington Mounia N. Hocine	1