Juwon Song

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All published works

Action	Title	Year	Authors
+ PDF Chat	Robustness of model averaging methods for the violation of standard linear regression assumptions	2021	Yongsu Lee Juwon Song
+	A comparison of imputation methods using nonlinear models	2019	Hye In Kim Juwon Song
+	Clinical trials with missing data	2015	Juwon Song
+	A Comparison of Imputation Methods for Multiple Response Questions	2014	Juwon Song
+ PDF Chat	Pattern-Mixture Model of the Cox Proportional Hazards Model with Missing Binary Covariates	2012	Taemi Youk Juwon Song
+ PDF Chat	Reject Inference of Incomplete Data Using a Normal Mixture Model	2011	Juwon Song
+	Choosing an appropriate number of factors in factor analysis with incomplete data	2007	Juwon Song Thomas R. Belin
+	Multiple Imputation for Missing Data in the KLoSA Study	2007	Juwon Song 이수영 윤초롱 윤라헬 송경화 김병원 이혜정 Jiyeun Chang
+	A comparison of imputation methods in a longitudinal randomized clinical trial	2005	Lingqi Tang Juwon Song Thomas R. Belin Jürgen Unützer
+	Imputation for incomplete high-dimensional multivariate normal data using a common factor model	2004	Juwon Song Thomas R. Belin
+	None	2001	Juwon Song Thomas R. Belin Martha B. Lee Xingyu Gao Mary Jane Rotheram‐Borus

Common Coauthors

Coauthor	Papers Together
Thomas R. Belin	4
윤초롱	1
Martha B. Lee	1
윤라헬	1
Jiyeun Chang	1
Mary Jane Rotheram‐Borus	1
이혜정	1
송경화	1
Lingqi Tang	1
Hye In Kim	1
Taemi Youk	1
Xingyu Gao	1
이수영	1
Yongsu Lee	1
김병원	1
Jürgen Unützer	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	4
+	Inference and missing data	1976	Donald B. Rubin	3
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	3
+	Analysis of Incomplete Multivariate Data	1997	Joseph L. Schafer	2
+	A multiple imputation strategy for clinical trials with truncation of patient data	1995	Philip W. Lavori Ree Dawson David Shera	2
+	Imputation for incomplete high-dimensional multivariate normal data using a common factor model	2004	Juwon Song Thomas R. Belin	2
+ PDF Chat	Multiple Imputation after 18+ Years	1996	Donald B. Rubin	2
+ PDF Chat	Multiple-Imputation Inferences with Uncongenial Sources of Input	1994	Xiao‐Li Meng	2
+	A comparison of inclusive and restrictive strategies in modern missing data procedures.	2001	Linda M. Collins Joseph L. Schafer Chi-Ming Kam	1
+	Likelihood-Based Methods for Missing Covariates in the Cox Proportional Hazards Model	2001	Amy H. Herring Joseph G. Ibrahim	1
+	Reducing Bias in Observational Studies Using Subclassification on the Propensity Score	1984	Paul R. Rosenbaum Donald B. Rubin	1
+ PDF Chat	Pattern-Mixture Models for Multivariate Incomplete Data	1993	Roderick J. A. Little	1
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	1
+	A bayesiak comparison of some estimators used in linear regression with multicollinear data	1978	Samuel D. Oman	1
+ PDF Chat	Local multiple imputation	2002	Marc Aerts	1
+	Credit scoring and reject inference with mixture models	1999	Ad Feelders	1
+	Statistical Analysis With Missing Data	2003	Nicole A. Lazar	1
+	Direct generalized additive modeling with penalized likelihood	1998	Brian D. Marx Paul H.C. Eilers	1
+	Estimating and Using Propensity Scores with Partially Missing Data	2000	Ralph B. D’Agostino Donald B. Rubin	1
+	Monotone missing data and pattern‐mixture models	1998	Geert Molenberghs B. Michiels Michael G. Kenward Peter J. Diggle	1
+	Nonparametric Estimation of Mean Functionals with Data Missing at Random	1994	Philip E. Cheng	1
+	Comparative fit indexes in structural models.	1990	Peter M. Bentler	1
+	Multiple Imputation of Industry and Occupation Codes in Census Public-use Samples Using Bayesian Logistic Regression	1991	Clifford C. Clogg Donald B. Rubin Nathaniel Schenker Bradley D. Schultz Lynn Weidman	1
+ PDF Chat	Multiple Imputation and Posterior Simulation for Multivariate Missing Data in Longitudinal Studies	2000	Minzhi Liu Jeremy M. G. Taylor Thomas R. Belin	1
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	1
+	Optimal Weight Choice for Frequentist Model Average Estimators	2011	Hua Liang Guohua Zou Alan T. K. Wan Xinyu Zhang	1
+	Biased Estimation in Regression: An Evaluation Using Mean Squared Error	1977	Richard F. Gunst Robert Mason	1
+	Bootstrapping Goodness-of-Fit Measures in Structural Equation Models	1992	Kenneth A. Bollen Robert A. Stine	1
+ PDF Chat	Semiparametric Regression Analysis With Missing Response at Random	2004	Qihua Wang Oliver Linton Wolfgang Karl Härdle	1
+	Cox Regression with Incomplete Covariate Measurements	1993	D. Y. Lin Z. Ying	1
+	Characterizing the effect of matching using linear propensity score methods with normal distributions	1992	Donald B. Rubin Neal Thomas	1
+	Exploratory longitudinal factor analysis in multiple populations	1989	John Tisak William Meredith	1
+	Comparisons among some estimators in misspecified linear models with multicollinearity	1989	Nityananda Sarkar	1
+	Proportional Hazards Regression with Missing Covariates	1999	Hua Yun Chen Roderick J. A. Little	1
+	Multiple imputation under Bayesianly smoothed pattern-mixture models for non-ignorable drop-out	2005	Hakan Demirtaş	1
+	Mixture model clustering for mixed data with missing information	2003	Lynette Hunt Murray Jorgensen	1
+	Intent-to-Treat Analysis for Longitudinal Studies with Drop-Outs	1996	Roderick J. A. Little Linda Yau	1
+ PDF Chat	Non-Ignorable Missing Covariate Data in Survival Analysis: A Case-Study of an International Breast Cancer Study Group Trial	2004	Amy H. Herring Joseph G. Ibrahim Stuart R. Lipsitz	1
+	Multiple Imputation in Practice	2001	Nicholas J. Horton Stuart R. Lipsitz	1
+	EM algorithms for ML factor analysis	1982	Donald B. Rubin Dorothy T. Thayer	1
+ PDF Chat	Frequentist Model Average Estimators	2003	Nils Lid Hjort Gerda Claeskens	1
+	Factor Analysis and AIC	1987	Hirotugu Akaike	1
+	Missing Data Imputation Using the Multivariate t Distribution	1995	Cheng Liu	1
+	A Statistical View of Some Chemometrics Regression Tools	1993	lldiko E. Frank Jerome H. Friedman	1
+	Random-Effects Models for Longitudinal Data	1982	Nan M. Laird James H. Ware	1
+	Sampling-Based Approaches to Calculating Marginal Densities	1990	Alan E. Gelfand A. F. M. Smith	1
+	Bayesian Model Selection in Social Research	1995	Adrian E. Raftery	1
+	Parameter expansion to accelerate EM: the PX-EM algorithm	1998	Chuanhai Liu Donald B. Rubin Ying Nian Wu	1
+	A simulation study of ridge and other regression estimators	1976	Jerald F. Lawless P Wang	1
+ PDF Chat	Strategies to fit pattern-mixture models	2002	Herbert Thijs Geert Molenberghs Bart Michiels Geert Verbeke Desmond Curran	1