Barbara Bailey

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All published works

Action	Title	Year	Authors
+	Evaluating Imputation Methods to Improve Prediction Accuracy for an HIV Study in Uganda	2024	Nadia Mendoza Chii‐Dean Lin Susan M. Kiene Nicolas A. Menzies Rhoda K. Wanyenze Katherine A. Schmarje Rose Naigino Michael Ediau Seth C. Kalichman Barbara Bailey
+ PDF Chat	Evaluations of imputation methods for missing data with random forest modeling: an application with unbalanced data with a three categories outcome, the linkage to HIV care Uganda study	2023	Nadia Mendoza Barbara Bailey Susan M. Kiene Nicolas A. Menzies Rhoda K. Wanyenze Katherine A. Schmarje Michael Ediau Seth C. Kalichman Rose Naigino Chii‐Dean Lin
+ PDF Chat	Evaluations of imputation methods for missing data with random forest modeling: an application with unbalanced data with a three categories outcome, the linkage to HIV care Uganda study	2022	Nadia Mendoza Barbara Bailey Susan M. Kiene Nicolas A. Menzies Rhoda K. Wanyenze Katherine A. Schmarje Michael Ediau Seth C. Kalichman Rose Naigino Chii‐Dean Lin
+ PDF Chat	Understanding Variable Effects from Black Box Prediction: Quantifying Effects in Tree Ensembles Using Partial Dependence	2021	Guy Cafri Barbara Bailey
+ PDF Chat	Quantifying Disease Severity Of Cystic Fibrosis Using Quantile Regression Methods	2021	Kameryn Denaro Barbara Bailey Douglas Conrad
+	STAT 672 Nonparametric Statistics	2014	Barbara Bailey
+	Improved forecast with a combination of mechanistic and statistical predictive models	2009	Georgiy Bobashev Stephen P. Ellner Barbara Bailey
+	Chaos with confidence: Asymptotics and applications of local Lyapunov exponents	2006	Barbara Bailey Stephen P. Ellner Douglas Nychka
+	Adjustment of Measuring Devices With Linear Models	2004	Nan Lin Barbara Bailey Xuming He William G. Buttlar
+	Noise and Nonlinearity in Epidemics: combining statistical and mechanistic modeling to characterize and forecast population dynamics.	1996	Stephen P. Ellner Barbara Bailey Georgiy Bobashev A. Ronald Gallant Bryan T. Grenfell Douglas Nychka

Common Coauthors

Coauthor	Papers Together
Nadia Mendoza	3
Seth C. Kalichman	3
Michael Ediau	3
Stephen P. Ellner	3
Katherine A. Schmarje	3
Nicolas A. Menzies	3
Susan M. Kiene	3
Chii‐Dean Lin	3
Rose Naigino	3
Rhoda K. Wanyenze	3
Georgiy Bobashev	2
Douglas Nychka	2
Nan Lin	1
A. Ronald Gallant	1
Bryan T. Grenfell	1
Douglas Conrad	1
William G. Buttlar	1
Kameryn Denaro	1
Guy Cafri	1
Xuming He	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Detecting nonlinearity and chaos in epidemic data	1993	Stephen P. Ellner A. Ronald Gallant James Theiler	2
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	2
+ PDF Chat	SMOTE: Synthetic Minority Over-sampling Technique	2002	Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Philip Kegelmeyer	2
+ PDF Chat	What to Do about Missing Values in Time‐Series Cross‐Section Data	2010	James Honaker Gary King	2
+	Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation	2001	Gary King James Honaker Anne M. Joseph Kenneth F. Scheve	2
+	Single imputation method of missing values in environmental pollution data sets	2006	Antonella Plaia Anna Lisa Bondì	2
+ PDF Chat	Missing Data Estimation in Morphometrics: How Much is Too Much?	2013	Julien Clavel Gildas Merceron Gilles Escarguel	2
+ PDF Chat	MissForest—non-parametric missing value imputation for mixed-type data	2011	Daniel J. Stekhoven Peter Bühlmann	2
+	Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches	2014	Jonathan Kropko Ben Goodrich Andrew Gelman Jennifer Hill	2
+ PDF Chat	Model checking in multiple imputation: an overview and case study	2017	Cattram Nguyen John B. Carlin Katherine J. Lee	2
+	Estimating Optimal Transformations for Multiple Regression and Correlation	1985	Leo Breiman Jerome H. Friedman	2
+ PDF Chat	mice : Multivariate Imputation by Chained Equations in R	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	2
+ PDF Chat	Comparison of imputation methods for missing laboratory data in medicine	2013	Akbar K. Waljee Ashin Mukherjee Amit G. Singal Yiwei Zhang Jeffrey S. Warren Ulysses J. Balis Jorge A. Marrero Ji Zhu Peter Higgins	2
+	Statistical inference on heteroscedastic models based on regression quantiles	1998	Kenneth Q. Zhou Stephen Portnoy	1
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	1
+ PDF Chat	Regression Rank Scores and Regression Quantiles	1992	Christoph Gutenbrünner Jana Jurečková	1
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	1
+ PDF Chat	Probability Machines	2011	James D. Malley Jochen Kruppa Abhijit Dasgupta Karen G. Malley Andreas Ziegler	1
+	Applied nonparametric regression	1991	Wolfgang Karl Härdle	1
+	Quantile Regression	2005	Roger Koenker	1
+	An Age-Structured Model of Pre- and Post-Vaccination Measles Transmission	1984	D. Schenzle	1
+	Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review	2003	Guido W. Imbens	1
+	Chaos and biological complexity in measles dynamics	1993	Benjamin M. Bolker Bryan T. Grenfell	1
+	Better Bootstrap Confidence Intervals	1987	Bradley Efron	1
+ PDF Chat	Conditional variable importance for random forests	2008	Carolin Strobl Anne‐Laure Boulesteix Thomas Kneib Thomas Augustin Achim Zeileis	1
+	Time-adaptive quantile regression	2007	Jan Kloppenborg Møller Henrik Aalborg Nielsen Henrik Madsen	1
+ PDF Chat	The central role of the propensity score in observational studies for causal effects	1983	Paul R. Rosenbaum Donald B. Rubin	1
+	The effect of school quality on student performance: A quantile regression approach	1998	Eric R. Eide Mark H. Showalter	1
+	Noise and Nonlinearity in Epidemics: combining statistical and mechanistic modeling to characterize and forecast population dynamics.	1996	Stephen P. Ellner Barbara Bailey Georgiy Bobashev A. Ronald Gallant Bryan T. Grenfell Douglas Nychka	1
+	Measles Periodicity and Community Size	1957	Marilyn S. Bartlett	1
+	Epidemic Models: Their Structure and Relation to Data	1999	MTW Denis Mollison	1
+	Measurement Error Models	1988	Leonard A. Stefanski Wayne A. Fuller John Wiley	1
+ PDF Chat	Random survival forests	2008	Hemant Ishwaran Udaya B. Kogalur Eugene H. Blackstone Michael S. Lauer	1
+	On kernel smoothing for extremal quantile regression	2013	Abdelaati Daouia Laurent Gardès Stéphane Girard	1
+ PDF Chat	Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review	2004	Guido W. Imbens	1
+ PDF Chat	Weighted Quantile Regression Theory And Its Application	2021	Wei Xiong Maozai Tian	1
+	A Method for Generating High-Dimensional Multivariate Binary Variates	1991	Lawrence J. Emrich Marion R. Piedmonte	1
+ PDF Chat	The Central Role of the Propensity Score in Observational Studies for Causal Effects	1983	Paul R. Rosenbaum Donald B. Rubin	1
+	Better Bootstrap Confidence Intervals	1987	Bradley Efron	1
+	Composite change point estimation for bent line quantile regression	2015	Liwen Zhang Huixia Wang Zhongyi Zhu	1
+	quantreg: Quantile Regression	1999	Roger Koenker	1
+ PDF Chat	A Nonparametric Approach to Nonlinear Time Series Analysis: Estimation and Simulation	1993	A. Ronald Gallant George Tauchen	1
+ PDF Chat	The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators	1997	Stephen Portnoy Roger Koenker	1
+ PDF Chat	On prediction and chaos in stochastic systems	1994	Qiwei Yao Howell Tong	1
+	An Introduction to the Bootstrap	1994	Bradley Efron Robert Tibshirani	1
+ PDF Chat	Improving propensity score weighting using machine learning	2009	Brian K. Lee Justin Lessler Elizabeth A. Stuart	1
+	Monotone<i>B</i>-Spline Smoothing	1998	Xuming He Peide Shi	1
+	Oscillations and chaos in epidemics: A nonlinear dynamic study of six childhood diseases in Copenhagen, Denmark	1988	Lars Folke Olsen G.L. Truty William M. Schaffer	1
+ PDF Chat	Monotone Percentile Regression	1976	Robert J. Casady Jonathan D. Cryer	1
+	The case for chaos in childhood epidemics. II. Predicting historical epidemics from mathematical models	1993	Charles W. Tidd Lars Folke Olsen William M. Schaffer	1