Nicholas Tierney

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All published works

Action	Title	Year	Authors
+	Estimating the impact of test–trace–isolate–quarantine systems on SARS-CoV-2 transmission in Australia	2024	Freya M. Shearer James M. McCaw Gerard E. Ryan Tianxiao Hao Nicholas Tierney Michael Lydeamore Logan Wu Kate A. Ward Sally Ellis James G. Wood
+ PDF Chat	Estimating the impact of test-trace-isolate-quarantine systems on SARS-CoV-2 transmission in Australia	2023	Freya M. Shearer James M. McCaw Gerard E. Ryan Tianxiao Hao Nicholas Tierney Michael Lydeamore Kate A. Ward Sally Ellis James G. Wood Jodie McVernon
+ PDF Chat	Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	2023	Nicholas Tierney Dianne Cook
+ PDF Chat	R-miss-tastic: a unified platform for missing values methods and workflows	2022	Imke Mayer Aude Sportisse Julie Josse Nicholas Tierney Nathalie Villa‐Vialaneix
+ PDF Chat	brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R	2022	Nicholas Tierney Dianne Cook Tania Prvan
+ PDF Chat	A Journey from Wild to Textbook Data to Reproducibly Refresh the Wages Data from the National Longitudinal Survey of Youth Database	2022	Dewi Amaliah Dianne Cook Emi Tanaka Kate Hyde Nicholas Tierney
+	A Journey from Wild to Textbook Data to Reproducibly Refresh the Wages Data from the National Longitudinal Survey of Youth Database	2022	Dewi Amaliah Dianne Cook Emi Tanaka Kate Hyde Nicholas Tierney
+ PDF Chat	Missing data: current practice in football research and recommendations for improvement	2021	David N. Borg Robert Nguyen Nicholas Tierney
+	A Realistic Guide to Making Data Available Alongside Code to Improve Reproducibility.	2020	Nicholas Tierney Karthik Ram
+ PDF Chat	A Bayesian spatiotemporal statistical analysis of out‐of‐hospital cardiac arrests	2020	Stefano Peluso Antonietta Mira Håvard Rue Nicholas Tierney Claudio Benvenuti Roberto Cianella Maria Luce Caputo Angelo Auricchio
+	When to Impute? Imputation before and during cross-validation	2020	Byron C. Jaeger Nicholas Tierney Noah Simon
+	brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R	2020	Nicholas Tierney Dianne Cook Tania Prvan
+	A Realistic Guide to Making Data Available Alongside Code to Improve Reproducibility	2020	Nicholas Tierney Karthik Ram
+	Statistical Approaches to Revealing Structure in Complex Health Data	2018	Nicholas Tierney
+	Expanding tidy data principles to facilitate missing data exploration, visualization and assessment of imputations	2018	Nicholas Tierney Dianne Cook
+	Expanding tidy data principles to facilitate missing data exploration, visualization and assessment of imputations	2018	Nicholas Tierney Dianne H Cook
+	A Simple Guide to S3 Methods.	2016	Nicholas Tierney
+	A Simple Guide to S3 Methods	2016	Nicholas Tierney
+ PDF Chat	Using decision trees to understand structure in missing data	2015	Nicholas Tierney Fiona Harden Maurice J Harden Kerrie Mengersen

Common Coauthors

Coauthor	Papers Together
Dianne Cook	6
Freya M. Shearer	2
James M. McCaw	2
Michael Lydeamore	2
Nick Golding	2
Tianxiao Hao	2
Karthik Ram	2
Emi Tanaka	2
Kate A. Ward	2
Tania Prvan	2
Gerard E. Ryan	2
Sally Ellis	2
Jodie McVernon	2
James G. Wood	2
Dewi Amaliah	2
Kate Hyde	2
Roberto Cianella	1
Maria Luce Caputo	1
Julie Josse	1
Noah Simon	1
Byron C. Jaeger	1
Kerrie Mengersen	1
Dianne H Cook	1
Stefano Peluso	1
Nathalie Villa‐Vialaneix	1
David N. Borg	1
Antonietta Mira	1
Aude Sportisse	1
Fiona Harden	1
Robert Nguyen	1
Imke Mayer	1
Claudio Benvenuti	1
Logan Wu	1
Håvard Rue	1
Angelo Auricchio	1
Maurice J Harden	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Flexible Imputation of Missing Data	2012	Stef van Buuren	4
+ PDF Chat	Missing data: Our view of the state of the art.	2002	Joseph L. Schafer John W. Graham	4
+	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	4
+	Inference and missing data	1976	Donald B. Rubin	4
+ PDF Chat	Using decision trees to understand structure in missing data	2015	Nicholas Tierney Fiona Harden Maurice J Harden Kerrie Mengersen	3
+	Multiple Imputation with Diagnostics (<b>mi</b>) in<i>R</i>: Opening Windows into the Black Box	2011	Yu‐Sung Su Andrew Gelman Jennifer Hill Masanao Yajima	3
+	Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface	2015	Xiaoyue Cheng Dianne Cook Heike Hofmann	3
+ PDF Chat	Imputation with the <i>R</i> Package <b>VIM</b>	2016	Alexander Kowarik Matthias Templ	3
+ PDF Chat	A New Tidy Data Structure to Support Exploration and Modeling of Temporal Data	2019	Earo Wang Dianne Cook Rob J. Hyndman	3
+	<b>Amelia</b>II: A Program for Missing Data	2011	James Honaker Gary King Matthew Blackwell	3
+	<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	3
+	Effectiveness of Containment Measures Against COVID-19 in Singapore	2020	Rachael Pung Alex R. Cook Calvin J. Chiew Hannah E. Clapham Yinxiaohe Sun Zongbin Li Borame Sue Lee Dickens Stefan Ma Kenneth Mak Chorh Chuan Tan	2
+	Implication of backward contact tracing in the presence of overdispersed transmission in COVID-19 outbreaks	2020	Akira Endo Quentin J. Leclerc Gwenan M. Knight Graham F. Medley Katherine E. Atkins Sebastian Funk Adam J. Kucharski	2
+	Contact tracing is an imperfect tool for controlling COVID-19 transmission and relies on population adherence	2021	Emma L. Davis Tim Lucas Anna Borlase Timothy M. Pollington Sam Abbott Diepreye Ayabina Thomas Crellen Joel Hellewell Li Pi Rachel Lowe	2
+ PDF Chat	Serial interval of SARS-CoV-2 was shortened over time by nonpharmaceutical interventions	2020	Sheikh Taslim Ali Lin Wang Eric H. Y. Lau Xiao-Ke Xu Zhanwei Du Ye Wu GM Leung Benjamin J. Cowling	2
+ PDF Chat	Age-dependent effects in the transmission and control of COVID-19 epidemics	2020	Nicholas G. Davies Petra Klepac Yang Liu Kiesha Prem Mark Jit Carl A. B. Pearson Billy J. Quilty Adam J. Kucharski Hamish Gibbs Samuel Clifford	2
+ PDF Chat	Efficacy of contact tracing for the containment of the 2019 novel coronavirus (COVID-19)	2020	Matt J. Keeling T. Déirdre Hollingsworth Jonathan M. Read	2
+ PDF Chat	Digital technologies in the public-health response to COVID-19	2020	Jobie Budd Benjamin S. Miller Erin Manning Vasileios Lampos Mengdie Zhuang Michael Edelstein Geraint Rees Vincent C. Emery Molly M. Stevens Neil Keegan	2
+ PDF Chat	Pattern-Mixture Models for Multivariate Incomplete Data	1993	Roderick J. A. Little	2
+ PDF Chat	Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts	2020	Joel Hellewell Sam Abbott Amy Gimma Nikos I Bosse Christopher I Jarvis Timothy Russell James D. Munday Adam J. Kucharski W. John Edmunds Sebastian Funk	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+	Bayesian image restoration, with two applications in spatial statistics	1991	Julian Besag Jeremy York Annie Molli�	2
+ PDF Chat	The Prevention and Treatment of Missing Data in Clinical Trials	2012	Roderick J. A. Little Ralph B. D’Agostino Michael L. Cohen Kay Dickersin Scott S. Emerson John T. Farrar Constantine Frangakis Joseph W. Hogan Geert Molenberghs Susan A. Murphy	2
+	Effectiveness of isolation, testing, contact tracing, and physical distancing on reducing transmission of SARS-CoV-2 in different settings: a mathematical modelling study	2020	Adam J. Kucharski Petra Klepac Andrew J. K. Conlan Stephen M. Kissler Maria Tang Hannah Fry Julia R. Gog W. John Edmunds Jon C. Emery Graham F. Medley	2
+	Impact of delays on effectiveness of contact tracing strategies for COVID-19: a modelling study	2020	Mirjam Kretzschmar Ganna Rozhnova Martin Bootsma Michiel van Boven Janneke van de Wijgert Marc J. M. Bonten	2
+	Bias and efficiency of multiple imputation compared with complete‐case analysis for missing covariate values	2010	Ian R. White John B. Carlin	2
+ PDF Chat	imputeTS: Time Series Missing Value Imputation in R	2017	Steffen Möritz Thomas Bartz–Beielstein	2
+ PDF Chat	Performance of Digital Contact Tracing Tools for COVID-19 Response in Singapore: Cross-Sectional Study	2020	Zhilian Huang Huiling Guo Yee-Mun Lee Eu Chin Ho Hou Ang Angela Chow	2
+	Community prevalence of SARS-CoV-2 in England from April to November, 2020: results from the ONS Coronavirus Infection Survey	2020	Koen B. Pouwels Thomas House Emma Pritchard Julie V. Robotham Paul Birrell Andrew Gelman Karina-Doris Vihta Nikola Bowers Ian Boreham Heledd Thomas	2
+ PDF Chat	The impact of non-pharmaceutical interventions on SARS-CoV-2 transmission across 130 countries and territories	2021	Yang Liu Christian Morgenstern James Kelly Rachel Lowe Mark Jit	2
+	Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia	2020	Qun Li Xuhua Guan Peng Wu Xiaoye Wang Lei Zhou Yeqing Tong Ruiqi Ren Kathy Leung Eric H. Y. Lau Jessica Y. Wong	2
+	Serial interval of novel coronavirus (COVID-19) infections	2020	Hiroshi Nishiura Natalie M. Linton Andrei R. Akhmetzhanov	2
+ PDF Chat	Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)	2001	Leo Breiman	2
+ PDF Chat	The impact of missing data on analyses of a time-dependent exposure in a longitudinal cohort: a simulation study	2013	Amalia Karahalios Laura Baglietto Katherine J. Lee Dallas R. English John B. Carlin J. A. Simpson	2
+ PDF Chat	A Review of Hot Deck Imputation for Survey Non‐response	2010	Rebecca Andridge Roderick J. A. Little	2
+	<b>missMDA</b>: A Package for Handling Missing Values in Multivariate Data Analysis	2016	Julie Josse François Husson	2
+ PDF Chat	Factors that make an infectious disease outbreak controllable	2004	Christophe Fraser Steven Riley Roy M. Anderson Neil M. Ferguson	2
+	A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses	1995	Sander Greenland William D. Finkle	2
+ PDF Chat	Comparing nonpharmaceutical interventions for containing emerging epidemics	2017	Corey M. Peak Lauren M. Childs Yonatan H. Grad Caroline O. Buckee	2
+ PDF Chat	A review of the reporting and handling of missing data in cohort studies with repeated assessment of exposure measures	2012	Amalia Karahalios Laura Baglietto John B. Carlin Dallas R. English J. A. Simpson	2
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	2
+ PDF Chat	Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations	2023	Nicholas Tierney Dianne Cook	2
+ PDF Chat	MissForest—non-parametric missing value imputation for mixed-type data	2011	Daniel J. Stekhoven Peter Bühlmann	2
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	2
+	Missing covariate data in medical research: To impute is better than to ignore	2010	Kristel J.M. Janssen A. Rogier T. Donders Frank E. Harrell Yvonne Vergouwe Qingxia Chen Diederick E. Grobbee Karel G.M. Moons	2
+	Missing Data Analysis: Making It Work in the Real World	2008	John W. Graham	2
+ PDF Chat	Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing	2020	Luca Ferretti Chris Wymant Michelle Kendall Lele Zhao Anel Nurtay Lucie Abeler‐Dörner Michael Parker David Bonsall Christophe Fraser	2
+ PDF Chat	Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe	2020	Seth Flaxman Swapnil Mishra Axel Gandy H. Juliette T. Unwin Thomas A. Mellan Helen Coupland Charles Whittaker Harrison Zhu Tresnia Berah Jeffrey W. Eaton	2
+	Multiple additive regression trees with application in epidemiology	2003	Jerome H. Friedman Jacqueline J. Meulman	2
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	1