Justus Tulowietzki

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All published works

Action	Title	Year	Authors
+ PDF Chat	On the Relation between Prediction and Imputation Accuracy under Missing Covariates	2022	Burim Ramosaj Justus Tulowietzki Markus Pauly
+	Censored Data and Statistics: How to Estimate Percentiles	2019	Anne Lotz Justus Tulowietzki Benjamin Kendzia Tobias Weiß Thomas Brüning Thomas Behrens Dirk Taeger

Common Coauthors

Coauthor	Papers Together
Tobias Weiß	1
Markus Pauly	1
Thomas Brüning	1
Thomas Behrens	1
Benjamin Kendzia	1
Burim Ramosaj	1
Dirk Taeger	1
Anne Lotz	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Multiple Imputation after 18+ Years	1996	Donald B. Rubin	2
+	Quantile Regression Forests	2006	Nicolai Meinshausen	1
+	Nearest Neighbor Imputation for Survey Data	2000	Jiahua Chen Jun Shao	1
+	Estimation of descriptive statistics for multiply censored water quality data	1988	Dennis R. Helsel Timothy A. Cohn	1
+	Maximizing the Usefulness of Data Obtained with Planned Missing Value Patterns: An Application of Maximum Likelihood Procedures	1996	John W. Graham Scott M. Hofer David P. MacKinnon	1
+	Sample Quantiles in Statistical Packages	1996	Rob Hyndman Yanan Fan	1
+	Evaluation of Statistical Treatments of Left-Censored Environmental Data using Coincident Uncensored Data Sets: I. Summary Statistics	2008	Ronald C. Antweiler Howard E. Taylor	1
+	Nonparametric and Semiparametric Models for Missing Covariates in Parametric Regression	2004	Hua Yun Chen	1
+	Estimation of Average Concentration in the Presence of Nondetectable Values	1990	Richard Hornung Laurence D. Reed	1
+	Epidemiologic Evaluation of Measurement Data in the Presence of Detection Limits	2004	Jay H. Lubin Joanne S. Colt David Camann Scott Davis James R. Cerhan Richard K. Severson Leslie Bernstein Patricia Hartge	1
+	Imputation and Variable Selection in Linear Regression Models with Missing Covariates	2005	Xiaowei Yang Thomas R. Belin W. John Boscardin	1
+ PDF Chat	MissForest—non-parametric missing value imputation for mixed-type data	2011	Daniel J. Stekhoven Peter Bühlmann	1
+	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	1
+	Stochastic gradient boosting	2002	Jerome H. Friedman	1
+	Estimating Population Distributions When Some Data Are Below a Limit of Detection by Using a Reverse Kaplan-Meier Estimator	2010	Brenda W. Gillespie Qixuan Chen Heidi Reichert Alfred Franzblau Elizabeth Hedgeman James M. Lepkowski Peter Adriaens Avery H. Demond William Luksemburg David H. Garabrant	1
+	Recursive partitioning for missing data imputation in the presence of interaction effects	2013	Lisa Doove Stef van Buuren Elise Dusseldorp	1
+	Estimation of Relationships for Limited Dependent Variables	1958	James Tobin	1
+	Indicator and Stratification Methods for Missing Explanatory Variables in Multiple Linear Regression	1996	Michael P. Jones	1
+	Multiple imputation of missing blood pressure covariates in survival analysis	1999	Stef van Buuren Hendriek C. Boshuizen D.L. Knook	1
+ PDF Chat	Bootstrap Methods: Another Look at the Jackknife	1979	B. Efron	1
+	Maximum likelihood analysis of generalized linear models with missing covariates	1999	Nicholas J. Horton Nan M. Laird	1
+	An Accurate Substitution Method for Analyzing Censored Data	2010	Gary H. Ganser Paul Hewett	1
+	A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses	1995	Sander Greenland William D. Finkle	1
+ PDF Chat	Sequential BART for imputation of missing covariates	2016	Dandan Xu Michael J. Daniels Almut G. Winterstein	1
+ PDF Chat	A Comparison of the β-Substitution Method and a Bayesian Method for Analyzing Left-Censored Data	2015	Tran Huynh Harrison Quick Gurumurthy Ramachandran Sudipto Banerjee Mark Stenzel Dale P. Sandler Lawrence S. Engel Richard K. Kwok Aaron Blair Patricia A. Stewart	1
+ PDF Chat	Random forest missing data algorithms	2017	Fei Tang Hemant Ishwaran	1
+ PDF Chat	Random Forest Prediction Intervals	2019	Haozhe Zhang Joshua Zimmerman Dan Nettleton Daniel J. Nordman	1
+	Predicting missing values: a comparative study on non-parametric approaches for imputation	2019	Burim Ramosaj Markus Pauly	1
+ PDF Chat	Multiplication‐combination tests for incomplete paired data	2019	Lubna Amro Frank Konietschke Markus Pauly	1
+ PDF Chat	Permuting incomplete paired data: a novel exact and asymptotic correct randomization test	2016	Lubna Amro Markus Pauly	1
+ PDF Chat	Consistent estimation of residual variance with random forest Out-Of-Bag errors	2019	Burim Ramosaj Markus Pauly	1
+	XGBoost Imputation for Time Series Data	2019	Xinmeng Zhang Chao Yan Cheng Gao Bradley Malin You Chen	1
+ PDF Chat	A cautionary tale on using imputation methods for inference in matched-pairs design	2020	Burim Ramosaj Lubna Amro Markus Pauly	1
+	Goodness (of fit) of Imputation Accuracy: The GoodImpact Analysis	2021	Maria Thurow Florian Dumpert Burim Ramosaj Markus Pauly	1
+ PDF Chat	Asymptotic‐based bootstrap approach for matched pairs with missingness in a single arm	2021	Lubna Amro Markus Pauly Burim Ramosaj	1
+ PDF Chat	Missing value imputation on multidimensional time series	2021	Parikshit Bansal Prathamesh Deshpande Sunita Sarawagi	1
+ PDF Chat	On the Relation between Prediction and Imputation Accuracy under Missing Covariates	2022	Burim Ramosaj Justus Tulowietzki Markus Pauly	1
+	Multiple imputation of missing blood pressure covariates in survival analysis	1999	Stef van Buuren Hendriek C. Boshuizen D. L. Knook	1
+	Maximum likelihood analysis of generalized linear models with missing covariates	1999	Nicholas J. Horton N.M. Laird	1
+	Indicator and Stratification Methods for Missing Explanatory Variables in Multiple Linear Regression	1996	Michael P. Jones	1
+	The Performance of the Full Information Maximum Likelihood Estimator in Multiple Regression Models with Missing Data	2001	Craig K. Enders	1
+	Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests	2021	Burim Ramosaj	1
+	Nonparametric Estimation from Incomplete Observations	1958	Edward L. Kaplan Paul Meier	1
+	Nonparametric MANOVA in Mann-Whitney effects	2017	Dennis Dobler Sarah Friedrich Markus Pauly	1
+ PDF Chat	Multiple-Imputation Inferences with Uncongenial Sources of Input	1994	Xiao‐Li Meng	1
+ PDF Chat	mice : Multivariate Imputation by Chained Equations in R	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	1