Jack V. Tu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Comparing the high-dimensional propensity score for use with administrative data with propensity scores derived from high-quality clinical data	2019	Peter C. Austin Chih-Hsing Wu Douglas S. Lee Jack V. Tu
+	Methods in Cardiovascular Research A Review of Propensity-Score Methods and Their Use in Cardiovascular Research	2016	Saswata Deb Peter C. Austin Jack V. Tu Dennis T. Ko C. David Mazer Alex Kiss Stephen E. Fremes
+	A Review of Propensity-Score Methods and Their Use in Cardiovascular Research	2015	Saswata Deb Peter C. Austin Jack V. Tu Dennis T. Ko C. David Mazer Alex Kiss Stephen E. Fremes
+ PDF Chat	Impact of Drug Policy on Regional Trends in Ezetimibe Use	2014	Lingyun Lu Harlan M. Krumholz Jack V. Tu Joseph S. Ross Dennis T. Ko Cynthia A. Jackevicius
+ PDF Chat	A Population-Based Study to Evaluate the Effectiveness of Multidisciplinary Heart Failure Clinics and Identify Important Service Components	2012	Harindra C. Wijeysundera Gina Trubiani Xuesong Wang Nicholas Mitsakakis Peter C. Austin Dennis T. Ko Douglas S. Lee Jack V. Tu Murray Krahn
+ PDF Chat	Regression trees for predicting mortality in patients with cardiovascular disease: What improvement is achieved by using ensemble‐based methods?	2012	Peter C. Austin Douglas S. Lee Ewout W. Steyerberg Jack V. Tu
+	Prediction of Heart Failure Mortality in Emergent Care	2012	Douglas S. Lee Alan W. Stitt Peter C. Austin Thérèse A. Stukel Michael J. Schull Alice Chong Gary E. Newton Jacques Lee Jack V. Tu
+	Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure	2010	Peter C. Austin Jack V. Tu Douglas S. Lee
+	Quantifying the impact of survivor treatment bias in observational studies	2005	Peter C. Austin Muhammad Mamdani Carl van Walraven Jack V. Tu
+	The use of the propensity score for estimating treatment effects: administrative versus clinical data	2005	Peter C. Austin Muhammad Mamdani Thérèse A. Stukel Geoffrey M. Anderson Jack V. Tu
+	The use of quantile regression in health care research: a case study examining gender differences in the timeliness of thrombolytic therapy	2004	Peter C. Austin Jack V. Tu Paul Daly David A. Alter
+	Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality	2004	Peter C. Austin Jack V. Tu
+	Bootstrap Methods for Developing Predictive Models	2004	Peter C. Austin Jack V. Tu
+	Statistical Practice Bootstrap Methods for Developing Predictive Models	2004	Peter C. Austin Jack V. Tu
+	None	2002	Peter C. Austin Deanna M. Rothwell Jack V. Tu
+	Development and validation of the ontario acute myocardial infarction mortality prediction rules	2001	Jack V. Tu Peter C. Austin Randy Walld Leslíe L. Roos Jean Agras Kathryn M McDonald

Common Coauthors

Coauthor	Papers Together
Peter C. Austin	15
Douglas S. Lee	5
Dennis T. Ko	4
Muhammad Mamdani	2
Thérèse A. Stukel	2
Saswata Deb	2
C. David Mazer	2
Stephen E. Fremes	2
Alex Kiss	2
Joseph S. Ross	1
Paul Daly	1
Gina Trubiani	1
Leslíe L. Roos	1
Jacques Lee	1
Alice Chong	1
Geoffrey M. Anderson	1
Gary E. Newton	1
Michael J. Schull	1
Harlan M. Krumholz	1
Ewout W. Steyerberg	1
Xuesong Wang	1
Lingyun Lu	1
Deanna M. Rothwell	1
Kathryn M McDonald	1
Jean Agras	1
Randy Walld	1
Cynthia A. Jackevicius	1
Murray Krahn	1
Chih-Hsing Wu	1
Carl van Walraven	1
Harindra C. Wijeysundera	1
Alan W. Stitt	1
Nicholas Mitsakakis	1
David A. Alter	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	An Introduction to the Bootstrap	1994	Bradley Efron Robert Tibshirani	6
+	Development and validation of the ontario acute myocardial infarction mortality prediction rules	2001	Jack V. Tu Peter C. Austin Randy Walld Leslíe L. Roos Jean Agras Kathryn M McDonald	5
+	Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables	1992	Shelley Derksen H. J. Keselman	4
+	The use of the propensity score for estimating treatment effects: administrative versus clinical data	2005	Peter C. Austin Muhammad Mamdani Thérèse A. Stukel Geoffrey M. Anderson Jack V. Tu	4
+	Frequency of Selecting Noise Variables in Subset Regression Analysis: A Simulation Study	1987	Virginia F. Flack Potter C. Chang	4
+	An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies	2011	Peter C. Austin	4
+ PDF Chat	The central role of the propensity score in observational studies for causal effects	1983	Paul R. Rosenbaum Donald B. Rubin	4
+	Estimating the Residual Variance in Orthogonal Regression with Variable Selection	1991	J. B. Copas Tianyong Long	3
+ PDF Chat	Statistical Models and Occam's Razor	1999	Robert L. Wears Roger Lewis	3
+ PDF Chat	Applied logistic regression	1990	David W. Hosmer Stanley Lemeshow	3
+ PDF Chat	Optimal caliper widths for propensity‐score matching when estimating differences in means and differences in proportions in observational studies	2010	Peter C. Austin	3
+	A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression	1976	R. R. Hocking	3
+ PDF Chat	Selection of Subsets of Regression Variables	1984	Alan J. Miller	3
+	A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003	2007	Peter C. Austin	3
+ PDF Chat	Methods of variable selection in regression modeling	1998	Paul A. Murtaugh	3
+ PDF Chat	The performance of different propensity score methods for estimating marginal hazard ratios	2012	Peter C. Austin	3
+	Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group	1998	Ralph B. D’Agostino	3
+ PDF Chat	A comparison of statistical learning methods on the GUSTO database	1998	Marguerite Ennis Geoffrey E. Hinton David Naylor Mike Revow Robert Tibshirani	3
+	A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality	2011	Peter C. Austin	3
+ PDF Chat	Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples	2009	Peter C. Austin	3
+	Invited Commentary: Propensity Scores	1999	Marshall M. Joffe Peter Rosenbaum	3
+	Statistical Distributions.	1994	Aa Merran Evans Nicholas Anthony John Hastings Brian Peacock	2
+ PDF Chat	Estimating log models: to transform or not to transform?	2001	Willard G. Manning John Mullahy	2
+	Statistical Models and Methods for Lifetime Data	1983	Ray E. Schafer J. F. Lawless	2
+	Analysis of Survival Data.	1985	N. E. Breslow D. R. Cox David Oakes	2
+	Statistical Models and Methods for Lifetime Data.	1983	Brian Francis Jerald F. Lawless	2
+	A bootstrap resampling procedure for model building: Application to the cox regression model	1992	Willi Sauerbrei Martin Schumacher	2
+ PDF Chat	Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review	2004	Guido W. Imbens	2
+	A comparison of regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality	2006	Peter C. Austin	2
+	Statistical Models in S	1991	John M. Chambers Trevor Hastie	2
+	Alternative methods of regression	1993		2
+	The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies	2009	Peter C. Austin	2
+	Goodness‐of‐fit diagnostics for the propensity score model when estimating treatment effects using covariate adjustment with the propensity score	2008	Peter C. Austin	2
+	A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study	2006	Peter C. Austin Paul Grootendorst Geoffrey M. Anderson	2
+	A COMPARISON OF GOODNESS-OF-FIT TESTS FOR THE LOGISTIC REGRESSION MODEL	1997	D Hosmer Trina Hosmer Saskia le Cessie Stanley Lemeshow	2
+ PDF Chat	The role of the <i>c</i>‐statistic in variable selection for propensity score models	2010	Daniel Westreich Stephen R. Cole Michele Jönsson Funk M. Alan Brookhart Til Stürmer‎	2
+ PDF Chat	The use of propensity score methods with survival or time‐to‐event outcomes: reporting measures of effect similar to those used in randomized experiments	2013	Peter C. Austin	2
+ PDF Chat	Variable Selection for Propensity Score Models	2006	M. Alan Brookhart Sebastian Schneeweiß Kenneth J. Rothman Robert J. Glynn Jerry Avorn Til Stürmer‎	2
+	On principles for modeling propensity scores in medical research	2004	Donald B. Rubin	2
+	Regression Modeling Strategies	2015	Frank E. Harrell	2
+	Statistical Models and Methods for Lifetime Data	2002	Jerald F. Lawless	2
+	Bootstrap Methods for Developing Predictive Models	2004	Peter C. Austin Jack V. Tu	2
+	An overview of the objectives of and the approaches to propensity score analyses	2011	Georg Heinze Peter Jüni	2
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	2
+ PDF Chat	Substantial Gains in Bias Reduction from Matching with a Variable Number of Controls	2000	Kewei Ming Paul R. Rosenbaum	2
+	Primer on Statistical Interpretation or Methods Report Card on Propensity-Score Matching in the Cardiology Literature From 2004 to 2006	2008	Peter C. Austin	2
+ PDF Chat	Propensity Scores in Cardiovascular Research	2007	Ralph B. D’Agostino	2
+ PDF Chat	Comparing paired vs non‐paired statistical methods of analyses when making inferences about absolute risk reductions in propensity‐score matched samples	2011	Peter C. Austin	1
+	Variate generation for accelerated life and proportional hazards models with time dependent covariates	1990	Lawrence M. Leemis Li-Hsing Shih Kurt Reynertson	1
+	Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men	2000	Miguel A. Hernán Babette Brumback James M. Robins	1